{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "accelerator": "GPU",
    "colab": {
      "name": "GEN_8_StyleGAN2_Data.ipynb",
      "provenance": [],
      "collapsed_sections": [],
      "include_colab_link": true
    },
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/cxbxmxcx/GenReality/blob/master/GEN_8_StyleGAN2_Data.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "rS1wUgN15uyB"
      },
      "source": [
        "#@title IMPORTS\r\n",
        "import os\r\n",
        "import sys\r\n",
        "import time\r\n",
        "import datetime"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Dpf_MyiJzc6l",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "278d273e-2012-497b-8c50-580bf90b2cfb"
      },
      "source": [
        "from google.colab import drive\r\n",
        "\r\n",
        "drive.mount('/content/gdrive')\r\n",
        "os.makedirs('/content/gdrive/MyDrive/stylegan2', exist_ok=True)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Mounted at /content/gdrive\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "RXeA0GTK0dhv",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "0e5a04c1-8f48-46f9-aaa9-947b224cc6a2"
      },
      "source": [
        "cd /content/gdrive/MyDrive/stylegan2"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "/content/gdrive/MyDrive/stylegan2\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Z65V95AFk1Y_",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "9a89561b-691f-42b1-e121-156f0c793184"
      },
      "source": [
        "#@title INSTALLS\r\n",
        "!pip install stylegan2_pytorch --quiet"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "\u001b[?25l\r\u001b[K     |██▏                             | 10kB 24.8MB/s eta 0:00:01\r\u001b[K     |████▍                           | 20kB 26.9MB/s eta 0:00:01\r\u001b[K     |██████▋                         | 30kB 30.9MB/s eta 0:00:01\r\u001b[K     |████████▉                       | 40kB 26.8MB/s eta 0:00:01\r\u001b[K     |███████████                     | 51kB 15.1MB/s eta 0:00:01\r\u001b[K     |█████████████▎                  | 61kB 13.9MB/s eta 0:00:01\r\u001b[K     |███████████████▌                | 71kB 15.3MB/s eta 0:00:01\r\u001b[K     |█████████████████▊              | 81kB 15.0MB/s eta 0:00:01\r\u001b[K     |████████████████████            | 92kB 16.1MB/s eta 0:00:01\r\u001b[K     |██████████████████████▏         | 102kB 17.3MB/s eta 0:00:01\r\u001b[K     |████████████████████████▍       | 112kB 17.3MB/s eta 0:00:01\r\u001b[K     |██████████████████████████▋     | 122kB 17.3MB/s eta 0:00:01\r\u001b[K     |████████████████████████████▉   | 133kB 17.3MB/s eta 0:00:01\r\u001b[K     |███████████████████████████████ | 143kB 17.3MB/s eta 0:00:01\r\u001b[K     |████████████████████████████████| 153kB 17.3MB/s \n",
            "\u001b[K     |████████████████████████████████| 225kB 24.1MB/s \n",
            "\u001b[K     |████████████████████████████████| 92kB 7.3MB/s \n",
            "\u001b[K     |████████████████████████████████| 163kB 28.7MB/s \n",
            "\u001b[K     |████████████████████████████████| 296kB 32.0MB/s \n",
            "\u001b[K     |████████████████████████████████| 153kB 51.8MB/s \n",
            "\u001b[K     |████████████████████████████████| 51kB 7.7MB/s \n",
            "\u001b[K     |████████████████████████████████| 71kB 9.7MB/s \n",
            "\u001b[K     |████████████████████████████████| 71kB 10.5MB/s \n",
            "\u001b[K     |████████████████████████████████| 204kB 49.6MB/s \n",
            "\u001b[?25h  Building wheel for vector-quantize-pytorch (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Building wheel for fire (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Building wheel for contrastive-learner (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Building wheel for axial-positional-embedding (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Building wheel for product-key-memory (setup.py) ... \u001b[?25l\u001b[?25hdone\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "rVBTY_4wwfbq",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "6a1f5d56-fe40-4642-8184-5fc748c8df0a"
      },
      "source": [
        "#@title HYPERPARAMETERS \n",
        "dataset_name = \"cars_all\" #@param [\"img_align_celeba\",\"foods\",\"cars_all\"]\n",
        "\n",
        "\n",
        "datasets = { \"img_align_celeba\" : { \"url\" : 'https://www.dropbox.com/s/5hznryk2m0qxs2m/img_align_celeba.zip?dl=1'},\n",
        "             \"foods\" : { \"url\" : \"https://www.dropbox.com/s/scmccjzoa0i5arx/foods.zip?dl=1\"},\n",
        "             \"cars_all\" : { \"url\" : \"https://www.dropbox.com/s/2zyep29yp4ke7fi/cars_all.zip?dl=1\"}\n",
        "            }\n",
        "\n",
        "img_root_folder = 'train_images2'\n",
        "os.makedirs(img_root_folder, exist_ok=True)\n",
        "image_folder = img_root_folder + \"/%s\" % dataset_name \n",
        "print(f\"Image data folders constructed {image_folder}\")\n",
        "os.makedirs(image_folder, exist_ok=True)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Image data folders constructed train_images2/cars_all\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Jzze0ldCx1O_",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "17cb93fe-f704-4673-a869-78937db820a9"
      },
      "source": [
        "#@title DOWNLOAD IMAGES\n",
        "if len(os.listdir(image_folder)) == 0:\n",
        "    from io import BytesIO\n",
        "    from urllib.request import urlopen\n",
        "    from zipfile import ZipFile\n",
        "    zipurl = datasets[dataset_name]['url']\n",
        "    with urlopen(zipurl) as zipresp:\n",
        "        with ZipFile(BytesIO(zipresp.read())) as zfile:        \n",
        "            zfile.extractall(img_root_folder)\n",
        "            print(f\"Downloaded & Extracted {zipurl}\")"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Downloaded & Extracted https://www.dropbox.com/s/2zyep29yp4ke7fi/cars_all.zip?dl=1\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "VSQA0h0L64fr",
        "outputId": "fe8d246e-9f5b-46b3-842b-2d485ae1f458"
      },
      "source": [
        "!stylegan2_pytorch --data $image_folder --name $dataset_name"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "continuing from previous epoch - 91\n",
            "loading from version 1.5.14\n",
            "cars_all<train_images2/cars_all>:  61% 91000/150000 [00:00<?, ?it/s]G: 2.44 | D: 0.54 | GP: 0.15\n",
            "cars_all<train_images2/cars_all>:  61% 91050/150000 [01:05<23:07:10,  1.41s/it]G: 2.03 | D: 0.10 | GP: 0.61 | PL: 0.78\n",
            "cars_all<train_images2/cars_all>:  61% 91095/150000 [01:59<20:05:25,  1.23s/it]G: 1.69 | D: 0.26 | GP: 0.23 | PL: 0.78\n",
            "cars_all<train_images2/cars_all>:  61% 91149/150000 [03:07<20:39:50,  1.26s/it]G: 1.51 | D: 0.23 | GP: 0.15 | PL: 0.77\n",
            "cars_all<train_images2/cars_all>:  61% 91194/150000 [04:01<19:56:54,  1.22s/it]G: 1.72 | D: 0.24 | GP: 0.14 | PL: 0.77\n",
            "cars_all<train_images2/cars_all>:  61% 91248/150000 [05:07<19:35:57,  1.20s/it]G: 0.88 | D: 0.38 | GP: 0.08 | PL: 0.77\n",
            "cars_all<train_images2/cars_all>:  61% 91292/150000 [06:00<19:14:32,  1.18s/it]G: 2.14 | D: 0.52 | GP: 0.66 | PL: 0.77\n",
            "cars_all<train_images2/cars_all>:  61% 91346/150000 [07:08<20:07:04,  1.23s/it]G: 1.69 | D: 0.48 | GP: 0.20 | PL: 0.77\n",
            "cars_all<train_images2/cars_all>:  61% 91400/150000 [08:13<19:48:00,  1.22s/it]G: 1.09 | D: 0.07 | GP: 0.09 | PL: 0.76\n",
            "cars_all<train_images2/cars_all>:  61% 91445/150000 [09:10<20:20:13,  1.25s/it]G: 1.99 | D: 0.11 | GP: 0.05 | PL: 0.76\n",
            "cars_all<train_images2/cars_all>:  61% 91498/150000 [10:15<19:56:37,  1.23s/it]G: 1.22 | D: 0.30 | GP: 0.07 | PL: 0.76\n",
            "cars_all<train_images2/cars_all>:  61% 91543/150000 [11:08<19:24:41,  1.20s/it]G: 1.56 | D: 0.53 | GP: 0.08 | PL: 0.76\n",
            "cars_all<train_images2/cars_all>:  61% 91597/150000 [12:16<20:27:08,  1.26s/it]G: 1.60 | D: 0.13 | GP: 0.05 | PL: 0.76\n",
            "cars_all<train_images2/cars_all>:  61% 91642/150000 [13:10<19:41:18,  1.21s/it]G: 2.08 | D: 0.53 | GP: 0.65 | PL: 0.76\n",
            "cars_all<train_images2/cars_all>:  61% 91696/150000 [14:15<19:18:34,  1.19s/it]G: 1.70 | D: 0.39 | GP: 0.04 | PL: 0.76\n",
            "cars_all<train_images2/cars_all>:  61% 91749/150000 [15:21<20:25:52,  1.26s/it]G: 1.80 | D: 0.25 | GP: 0.07 | PL: 0.75\n",
            "cars_all<train_images2/cars_all>:  61% 91794/150000 [16:15<19:51:16,  1.23s/it]G: 1.45 | D: 0.10 | GP: 0.35 | PL: 0.75\n",
            "cars_all<train_images2/cars_all>:  61% 91848/150000 [17:21<19:39:44,  1.22s/it]G: 2.60 | D: 0.18 | GP: 0.13 | PL: 0.75\n",
            "cars_all<train_images2/cars_all>:  61% 91893/150000 [18:17<20:07:25,  1.25s/it]G: 1.45 | D: 0.29 | GP: 0.24 | PL: 0.75\n",
            "cars_all<train_images2/cars_all>:  61% 91946/150000 [19:21<19:43:37,  1.22s/it]G: 1.85 | D: 0.35 | GP: 0.06 | PL: 0.75\n",
            "cars_all<train_images2/cars_all>:  61% 92000/150000 [20:25<18:50:49,  1.17s/it]G: 1.27 | D: 0.23 | GP: 0.10 | PL: 0.74\n",
            "cars_all<train_images2/cars_all>:  61% 92045/150000 [21:25<20:37:29,  1.28s/it]G: 2.13 | D: 0.14 | GP: 0.12 | PL: 0.75\n",
            "cars_all<train_images2/cars_all>:  61% 92099/150000 [22:30<19:47:12,  1.23s/it]G: 1.86 | D: 0.41 | GP: 0.10 | PL: 0.74\n",
            "cars_all<train_images2/cars_all>:  61% 92144/150000 [23:24<19:15:19,  1.20s/it]G: 1.79 | D: 0.60 | GP: 0.18 | PL: 0.74\n",
            "cars_all<train_images2/cars_all>:  61% 92197/150000 [24:31<20:21:48,  1.27s/it]G: 0.72 | D: 0.33 | GP: 0.02 | PL: 0.74\n",
            "cars_all<train_images2/cars_all>:  61% 92242/150000 [25:25<19:46:43,  1.23s/it]G: 2.06 | D: 0.32 | GP: 0.10 | PL: 0.74\n",
            "cars_all<train_images2/cars_all>:  62% 92296/150000 [26:32<19:42:28,  1.23s/it]G: 2.09 | D: 0.24 | GP: 0.04 | PL: 0.73\n",
            "cars_all<train_images2/cars_all>:  62% 92350/150000 [27:38<19:28:47,  1.22s/it]G: 0.94 | D: 0.31 | GP: 0.70 | PL: 0.73\n",
            "cars_all<train_images2/cars_all>:  62% 92394/150000 [28:32<19:32:22,  1.22s/it]G: 1.83 | D: 0.24 | GP: 1.82 | PL: 0.73\n",
            "cars_all<train_images2/cars_all>:  62% 92449/150000 [29:38<19:44:57,  1.24s/it]G: 1.37 | D: 0.26 | GP: 0.09 | PL: 0.73\n",
            "cars_all<train_images2/cars_all>:  62% 92495/150000 [30:33<18:56:33,  1.19s/it]G: 1.62 | D: 0.22 | GP: 0.44 | PL: 0.73\n",
            "cars_all<train_images2/cars_all>:  62% 92550/150000 [31:40<19:34:30,  1.23s/it]G: 1.62 | D: 0.22 | GP: 0.07 | PL: 0.73\n",
            "cars_all<train_images2/cars_all>:  62% 92597/150000 [32:36<19:27:29,  1.22s/it]G: 1.65 | D: 0.26 | GP: 0.06 | PL: 0.73\n",
            "cars_all<train_images2/cars_all>:  62% 92643/150000 [33:31<19:08:24,  1.20s/it]G: 1.32 | D: 0.23 | GP: 0.39 | PL: 0.72\n",
            "cars_all<train_images2/cars_all>:  62% 92697/150000 [34:37<19:32:36,  1.23s/it]G: 2.05 | D: 0.17 | GP: 0.11 | PL: 0.73\n",
            "cars_all<train_images2/cars_all>:  62% 92741/150000 [35:30<19:41:38,  1.24s/it]G: 1.38 | D: 0.13 | GP: 0.06 | PL: 0.73\n",
            "cars_all<train_images2/cars_all>:  62% 92796/150000 [36:35<18:30:46,  1.17s/it]G: 2.59 | D: 0.25 | GP: 0.18 | PL: 0.73\n",
            "cars_all<train_images2/cars_all>:  62% 92842/150000 [37:32<19:14:01,  1.21s/it]G: 2.56 | D: 0.40 | GP: 0.19 | PL: 0.73\n",
            "cars_all<train_images2/cars_all>:  62% 92897/150000 [38:39<19:58:57,  1.26s/it]G: 1.80 | D: 0.25 | GP: 0.82 | PL: 0.72\n",
            "cars_all<train_images2/cars_all>:  62% 92943/150000 [39:34<19:09:18,  1.21s/it]G: 1.65 | D: 0.29 | GP: 0.61 | PL: 0.72\n",
            "cars_all<train_images2/cars_all>:  62% 92999/150000 [40:41<18:57:53,  1.20s/it]G: 1.55 | D: 0.37 | GP: 0.07 | PL: 0.72\n",
            "cars_all<train_images2/cars_all>:  62% 93043/150000 [41:36<19:03:13,  1.20s/it]G: 1.75 | D: 0.23 | GP: 0.15 | PL: 0.72\n",
            "cars_all<train_images2/cars_all>:  62% 93097/150000 [42:43<19:53:32,  1.26s/it]G: 1.05 | D: 0.39 | GP: 0.75 | PL: 0.72\n",
            "cars_all<train_images2/cars_all>:  62% 93142/150000 [43:37<19:07:02,  1.21s/it]G: 1.83 | D: 0.23 | GP: 0.09 | PL: 0.72\n",
            "cars_all<train_images2/cars_all>:  62% 93196/150000 [44:42<18:56:50,  1.20s/it]G: 1.27 | D: 0.41 | GP: 1.18 | PL: 0.71\n",
            "cars_all<train_images2/cars_all>:  62% 93249/150000 [45:49<19:57:56,  1.27s/it]G: 1.60 | D: 0.29 | GP: 0.15 | PL: 0.71\n",
            "cars_all<train_images2/cars_all>:  62% 93293/150000 [46:42<19:51:27,  1.26s/it]G: 1.24 | D: 0.37 | GP: 0.38 | PL: 0.71\n",
            "cars_all<train_images2/cars_all>:  62% 93347/150000 [47:47<19:17:50,  1.23s/it]G: 1.69 | D: 0.18 | GP: 0.05 | PL: 0.71\n",
            "cars_all<train_images2/cars_all>:  62% 93392/150000 [48:41<18:46:33,  1.19s/it]G: 1.46 | D: 0.21 | GP: 0.15 | PL: 0.71\n",
            "cars_all<train_images2/cars_all>:  62% 93445/150000 [49:48<19:51:14,  1.26s/it]G: 1.27 | D: 0.16 | GP: 0.13 | PL: 0.71\n",
            "cars_all<train_images2/cars_all>:  62% 93499/150000 [50:52<18:50:29,  1.20s/it]G: 1.73 | D: 0.18 | GP: 0.19 | PL: 0.71\n",
            "cars_all<train_images2/cars_all>:  62% 93546/150000 [51:50<19:00:03,  1.21s/it]G: 1.59 | D: 0.24 | GP: 0.21 | PL: 0.70\n",
            "cars_all<train_images2/cars_all>:  62% 93591/150000 [52:44<18:34:08,  1.19s/it]G: 1.35 | D: 0.35 | GP: 0.60 | PL: 0.70\n",
            "cars_all<train_images2/cars_all>:  62% 93646/150000 [53:51<18:56:28,  1.21s/it]G: 1.59 | D: 0.10 | GP: 0.17 | PL: 0.70\n",
            "cars_all<train_images2/cars_all>:  62% 93700/150000 [54:55<18:47:05,  1.20s/it]G: 1.29 | D: 0.16 | GP: 0.16 | PL: 0.70\n",
            "cars_all<train_images2/cars_all>:  62% 93745/150000 [55:51<19:29:57,  1.25s/it]G: 1.07 | D: 0.13 | GP: 0.09 | PL: 0.69\n",
            "cars_all<train_images2/cars_all>:  63% 93799/150000 [56:56<18:58:42,  1.22s/it]G: 2.22 | D: 0.71 | GP: 0.08 | PL: 0.69\n",
            "cars_all<train_images2/cars_all>:  63% 93845/150000 [57:52<19:10:58,  1.23s/it]G: 1.87 | D: 0.25 | GP: 0.20 | PL: 0.69\n",
            "cars_all<train_images2/cars_all>:  63% 93898/150000 [58:56<19:02:31,  1.22s/it]G: 1.77 | D: 0.24 | GP: 0.07 | PL: 0.69\n",
            "cars_all<train_images2/cars_all>:  63% 93946/150000 [59:54<18:50:12,  1.21s/it]G: 2.04 | D: 0.20 | GP: 0.07 | PL: 0.69\n",
            "cars_all<train_images2/cars_all>:  63% 93992/150000 [1:01:00<18:45:06,  1.21s/it]G: 2.15 | D: 0.17 | GP: 0.30 | PL: 0.68\n",
            "cars_all<train_images2/cars_all>:  63% 94046/150000 [1:01:58<19:03:08,  1.23s/it]G: 2.21 | D: 0.29 | GP: 0.15 | PL: 0.68\n",
            "cars_all<train_images2/cars_all>:  63% 94099/150000 [1:03:02<18:28:20,  1.19s/it]G: 1.46 | D: 0.50 | GP: 0.15 | PL: 0.68\n",
            "cars_all<train_images2/cars_all>:  63% 94146/150000 [1:04:00<19:11:43,  1.24s/it]G: 2.04 | D: 0.32 | GP: 0.28 | PL: 0.68\n",
            "cars_all<train_images2/cars_all>:  63% 94199/150000 [1:05:03<18:27:04,  1.19s/it]G: 2.02 | D: 0.32 | GP: 0.07 | PL: 0.68\n",
            "cars_all<train_images2/cars_all>:  63% 94245/150000 [1:06:01<19:32:37,  1.26s/it]G: 1.92 | D: 0.11 | GP: 0.15 | PL: 0.68\n",
            "cars_all<train_images2/cars_all>:  63% 94299/150000 [1:07:06<18:39:06,  1.21s/it]G: 1.49 | D: 0.12 | GP: 0.16 | PL: 0.68\n",
            "cars_all<train_images2/cars_all>:  63% 94344/150000 [1:08:01<18:45:05,  1.21s/it]G: 1.89 | D: 0.49 | GP: 0.68 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  63% 94400/150000 [1:09:08<18:09:46,  1.18s/it]G: 1.58 | D: 0.19 | GP: 0.10 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  63% 94446/150000 [1:10:06<18:45:11,  1.22s/it]G: 2.72 | D: 0.34 | GP: 0.04 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  63% 94499/150000 [1:11:10<18:59:21,  1.23s/it]G: 0.92 | D: 0.38 | GP: 0.33 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  63% 94546/150000 [1:12:07<18:44:39,  1.22s/it]G: 1.64 | D: 0.28 | GP: 0.02 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  63% 94600/150000 [1:13:12<18:32:58,  1.21s/it]G: 1.37 | D: 0.28 | GP: 0.10 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  63% 94645/150000 [1:14:09<19:08:11,  1.24s/it]G: 1.18 | D: 0.34 | GP: 0.21 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  63% 94698/150000 [1:15:13<18:44:48,  1.22s/it]G: 1.69 | D: 0.35 | GP: 0.44 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  63% 94743/150000 [1:16:06<18:10:34,  1.18s/it]G: 1.97 | D: 0.36 | GP: 1.02 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  63% 94799/150000 [1:17:14<18:23:36,  1.20s/it]G: 1.39 | D: 0.14 | GP: 0.16 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  63% 94844/150000 [1:18:08<17:59:16,  1.17s/it]G: 1.17 | D: 0.20 | GP: 0.11 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  63% 94898/150000 [1:19:15<18:45:02,  1.23s/it]G: 1.54 | D: 0.26 | GP: 0.11 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  63% 94945/150000 [1:20:14<19:29:39,  1.27s/it]G: 1.13 | D: 0.30 | GP: 0.29 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  63% 94999/150000 [1:21:18<18:17:23,  1.20s/it]G: 1.40 | D: 0.16 | GP: 0.26 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  63% 95050/150000 [1:22:23<18:56:47,  1.24s/it]G: 0.98 | D: 0.40 | GP: 0.14 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  63% 95095/150000 [1:23:17<18:11:45,  1.19s/it]G: 1.54 | D: 0.09 | GP: 0.20 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  63% 95149/150000 [1:24:24<19:05:58,  1.25s/it]G: 1.86 | D: 0.12 | GP: 0.19 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  63% 95194/150000 [1:25:18<18:34:00,  1.22s/it]G: 1.98 | D: 0.27 | GP: 0.28 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  63% 95248/150000 [1:26:23<18:10:24,  1.19s/it]G: 1.03 | D: 0.29 | GP: 0.15 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  64% 95292/150000 [1:27:30<18:00:32,  1.19s/it]G: 3.09 | D: 0.35 | GP: 0.02 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  64% 95346/150000 [1:28:25<18:46:54,  1.24s/it]G: 1.94 | D: 0.25 | GP: 0.31 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  64% 95400/150000 [1:29:30<18:19:29,  1.21s/it]G: 1.84 | D: 0.26 | GP: 0.44 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  64% 95445/150000 [1:30:27<19:01:19,  1.26s/it]G: 1.78 | D: 0.29 | GP: 0.48 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  64% 95498/150000 [1:31:32<18:40:26,  1.23s/it]G: 1.47 | D: 0.25 | GP: 0.14 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  64% 95543/150000 [1:32:26<18:15:14,  1.21s/it]G: 1.51 | D: 0.21 | GP: 0.35 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  64% 95597/150000 [1:33:33<18:59:53,  1.26s/it]G: 1.32 | D: 0.26 | GP: 0.20 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  64% 95642/150000 [1:34:28<18:26:03,  1.22s/it]G: 1.13 | D: 0.22 | GP: 0.10 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  64% 95696/150000 [1:35:33<18:03:32,  1.20s/it]G: 1.77 | D: 0.12 | GP: 0.19 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  64% 95749/150000 [1:36:40<19:10:10,  1.27s/it]G: 1.41 | D: 0.24 | GP: 1.02 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  64% 95794/150000 [1:37:34<18:28:35,  1.23s/it]G: 1.36 | D: 0.18 | GP: 0.11 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  64% 95849/150000 [1:38:42<19:10:36,  1.27s/it]G: 1.58 | D: 0.16 | GP: 0.32 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  64% 95894/150000 [1:39:36<18:24:21,  1.22s/it]G: 2.48 | D: 0.28 | GP: 0.23 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  64% 95948/150000 [1:40:42<18:10:08,  1.21s/it]G: 1.70 | D: 0.26 | GP: 0.15 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  64% 95993/150000 [1:41:50<18:41:36,  1.25s/it]G: 1.45 | D: 0.14 | GP: 0.65 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  64% 96046/150000 [1:42:46<18:53:15,  1.26s/it]G: 1.30 | D: 0.36 | GP: 0.61 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  64% 96100/150000 [1:43:52<18:19:03,  1.22s/it]G: 1.57 | D: 0.34 | GP: 0.06 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  64% 96145/150000 [1:44:48<18:55:25,  1.26s/it]G: 1.50 | D: 0.16 | GP: 0.11 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  64% 96199/150000 [1:45:54<18:25:30,  1.23s/it]G: 2.16 | D: 0.15 | GP: 0.09 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  64% 96243/150000 [1:46:48<18:03:28,  1.21s/it]G: 0.92 | D: 0.32 | GP: 0.04 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  64% 96297/150000 [1:47:56<18:58:19,  1.27s/it]G: 1.52 | D: 0.28 | GP: 0.25 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  64% 96344/150000 [1:48:51<17:41:35,  1.19s/it]G: 1.14 | D: 0.19 | GP: 0.17 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  64% 96398/150000 [1:49:59<18:25:06,  1.24s/it]G: 1.34 | D: 0.13 | GP: 0.02 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  64% 96443/150000 [1:50:52<17:41:32,  1.19s/it]G: 1.81 | D: 0.13 | GP: 0.11 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  64% 96497/150000 [1:51:59<18:34:10,  1.25s/it]G: 1.33 | D: 0.26 | GP: 0.33 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  64% 96542/150000 [1:52:53<18:03:11,  1.22s/it]G: 1.43 | D: 0.34 | GP: 0.05 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  64% 96595/150000 [1:53:57<17:36:16,  1.19s/it]G: 0.42 | D: 0.53 | GP: 0.37 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  64% 96642/150000 [1:54:55<18:15:29,  1.23s/it]G: 2.16 | D: 0.44 | GP: 0.16 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  64% 96700/150000 [1:56:03<17:13:38,  1.16s/it]G: 0.94 | D: 0.49 | GP: 0.16 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  64% 96748/150000 [1:57:00<17:26:28,  1.18s/it]G: 1.16 | D: 0.44 | GP: 0.72 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  65% 96797/150000 [1:58:00<18:07:52,  1.23s/it]G: 1.90 | D: 0.24 | GP: 0.06 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  65% 96844/150000 [1:58:56<17:22:35,  1.18s/it]G: 1.86 | D: 0.08 | GP: 0.27 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  65% 96893/150000 [1:59:55<17:53:24,  1.21s/it]G: 1.37 | D: 0.18 | GP: 0.09 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  65% 96950/150000 [2:01:03<17:46:10,  1.21s/it]G: 2.11 | D: 0.36 | GP: 0.46 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  65% 96995/150000 [2:01:58<17:49:56,  1.21s/it]G: 1.27 | D: 0.05 | GP: 0.30 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  65% 97047/150000 [2:03:03<17:50:42,  1.21s/it]G: 1.45 | D: 0.25 | GP: 0.09 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  65% 97092/150000 [2:04:10<17:52:50,  1.22s/it]G: 1.80 | D: 0.18 | GP: 0.02 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  65% 97141/150000 [2:04:58<17:46:35,  1.21s/it]G: 1.71 | D: 0.51 | GP: 0.44 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  65% 97196/150000 [2:06:03<17:19:57,  1.18s/it]G: 1.19 | D: 0.32 | GP: 0.45 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  65% 97249/150000 [2:07:09<18:25:41,  1.26s/it]G: 0.54 | D: 0.36 | GP: 0.43 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  65% 97295/150000 [2:08:03<17:17:22,  1.18s/it]G: 1.33 | D: 0.30 | GP: 0.11 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  65% 97343/150000 [2:09:00<17:04:03,  1.17s/it]G: 1.90 | D: 0.22 | GP: 0.13 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  65% 97399/150000 [2:10:08<17:14:04,  1.18s/it]G: 1.13 | D: 0.14 | GP: 1.54 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  65% 97449/150000 [2:11:10<17:57:31,  1.23s/it]G: 1.62 | D: 0.17 | GP: 0.08 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  65% 97497/150000 [2:12:07<17:46:24,  1.22s/it]G: 2.12 | D: 0.28 | GP: 0.66 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  65% 97545/150000 [2:13:05<17:53:02,  1.23s/it]G: 1.53 | D: 0.14 | GP: 0.21 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  65% 97593/150000 [2:14:04<18:18:54,  1.26s/it]G: 1.14 | D: 0.27 | GP: 0.09 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  65% 97648/150000 [2:15:09<17:12:52,  1.18s/it]G: 1.60 | D: 0.30 | GP: 0.25 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  65% 97695/150000 [2:16:05<16:59:15,  1.17s/it]G: 2.16 | D: 0.09 | GP: 0.02 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  65% 97743/150000 [2:17:03<17:06:35,  1.18s/it]G: 1.29 | D: 0.61 | GP: 0.06 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  65% 97798/150000 [2:18:10<17:42:38,  1.22s/it]G: 1.22 | D: 0.40 | GP: 0.29 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  65% 97846/150000 [2:19:06<17:20:12,  1.20s/it]G: 0.77 | D: 0.26 | GP: 0.10 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  65% 97894/150000 [2:20:04<17:41:00,  1.22s/it]G: 1.37 | D: 0.13 | GP: 0.11 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  65% 97941/150000 [2:21:00<17:42:09,  1.22s/it]G: 1.79 | D: 0.33 | GP: 0.43 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  65% 97999/150000 [2:22:08<16:54:53,  1.17s/it]G: 0.74 | D: 0.17 | GP: 0.13 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  65% 98045/150000 [2:23:06<17:42:31,  1.23s/it]G: 2.38 | D: 0.35 | GP: 0.03 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  65% 98100/150000 [2:24:11<16:44:27,  1.16s/it]G: 1.61 | D: 0.18 | GP: 0.09 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  65% 98147/150000 [2:25:08<17:16:45,  1.20s/it]G: 1.67 | D: 0.22 | GP: 0.06 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  65% 98195/150000 [2:26:04<16:49:33,  1.17s/it]G: 1.63 | D: 0.28 | GP: 0.17 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  65% 98241/150000 [2:27:00<17:33:27,  1.22s/it]G: 0.92 | D: 0.30 | GP: 0.27 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  66% 98291/150000 [2:28:10<16:50:22,  1.17s/it]G: 1.40 | D: 0.09 | GP: 0.04 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  66% 98346/150000 [2:29:04<17:06:58,  1.19s/it]G: 1.02 | D: 0.25 | GP: 0.10 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  66% 98393/150000 [2:30:01<17:34:13,  1.23s/it]G: 1.68 | D: 0.32 | GP: 0.17 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  66% 98441/150000 [2:30:59<17:32:14,  1.22s/it]G: 1.64 | D: 0.38 | GP: 0.09 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  66% 98497/150000 [2:32:06<17:39:09,  1.23s/it]G: 0.75 | D: 0.21 | GP: 0.13 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  66% 98544/150000 [2:33:00<16:50:39,  1.18s/it]G: 1.15 | D: 0.17 | GP: 0.60 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  66% 98599/150000 [2:34:07<17:12:07,  1.20s/it]G: 1.82 | D: 0.15 | GP: 0.95 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  66% 98643/150000 [2:35:01<17:08:52,  1.20s/it]G: 1.26 | D: 0.32 | GP: 0.55 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  66% 98697/150000 [2:36:08<17:56:28,  1.26s/it]G: 1.52 | D: 0.38 | GP: 0.27 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  66% 98742/150000 [2:37:02<17:19:51,  1.22s/it]G: 1.12 | D: 0.44 | GP: 0.48 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  66% 98797/150000 [2:38:10<17:36:17,  1.24s/it]G: 1.79 | D: 0.25 | GP: 0.05 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  66% 98844/150000 [2:39:05<16:42:47,  1.18s/it]G: 1.63 | D: 0.18 | GP: 0.10 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  66% 98898/150000 [2:40:12<17:23:17,  1.22s/it]G: 1.91 | D: 0.28 | GP: 0.08 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  66% 98945/150000 [2:41:10<17:40:16,  1.25s/it]G: 2.25 | D: 0.47 | GP: 0.04 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  66% 99000/150000 [2:42:14<16:33:21,  1.17s/it]G: 1.81 | D: 0.07 | GP: 0.10 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  66% 99050/150000 [2:43:18<17:37:42,  1.25s/it]G: 2.12 | D: 0.18 | GP: 0.06 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  66% 99095/150000 [2:44:11<16:44:33,  1.18s/it]G: 1.20 | D: 0.20 | GP: 0.13 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  66% 99142/150000 [2:45:09<17:25:09,  1.23s/it]G: 1.75 | D: 0.35 | GP: 0.16 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  66% 99199/150000 [2:46:16<16:36:33,  1.18s/it]G: 0.66 | D: 0.48 | GP: 0.17 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  66% 99245/150000 [2:47:14<17:30:26,  1.24s/it]G: 2.06 | D: 0.20 | GP: 0.14 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  66% 99293/150000 [2:48:11<16:58:35,  1.21s/it]G: 1.45 | D: 0.26 | GP: 0.11 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  66% 99347/150000 [2:49:15<16:33:01,  1.18s/it]G: 1.11 | D: 0.25 | GP: 1.00 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  66% 99392/150000 [2:50:20<16:24:18,  1.17s/it]G: 1.55 | D: 0.13 | GP: 0.40 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  66% 99447/150000 [2:51:16<16:40:46,  1.19s/it]G: 1.81 | D: 0.44 | GP: 0.08 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  66% 99493/150000 [2:52:13<17:28:01,  1.25s/it]G: 1.56 | D: 0.35 | GP: 1.59 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  66% 99547/150000 [2:53:17<16:45:29,  1.20s/it]G: 2.24 | D: 0.26 | GP: 0.05 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  66% 99592/150000 [2:54:12<16:52:23,  1.21s/it]G: 1.85 | D: 0.17 | GP: 0.12 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  66% 99646/150000 [2:55:18<16:50:34,  1.20s/it]G: 1.23 | D: 0.43 | GP: 0.06 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  66% 99692/150000 [2:56:13<16:39:48,  1.19s/it]G: 1.66 | D: 0.30 | GP: 0.02 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  66% 99745/150000 [2:57:20<17:43:47,  1.27s/it]G: 1.74 | D: 0.47 | GP: 0.25 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  67% 99799/150000 [2:58:25<16:50:23,  1.21s/it]G: 1.20 | D: 0.19 | GP: 0.08 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  67% 99844/150000 [2:59:20<17:01:41,  1.22s/it]G: 1.37 | D: 0.28 | GP: 0.25 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  67% 99900/150000 [3:00:27<16:29:13,  1.18s/it]G: 1.23 | D: 0.26 | GP: 0.15 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  67% 99945/150000 [3:01:24<17:35:01,  1.26s/it]G: 2.33 | D: 0.10 | GP: 0.14 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  67% 99999/150000 [3:02:28<16:27:53,  1.19s/it]G: 1.86 | D: 0.14 | GP: 0.13 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  67% 100050/150000 [3:03:33<17:15:05,  1.24s/it]G: 1.50 | D: 0.17 | GP: 0.17 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  67% 100096/150000 [3:04:28<16:14:13,  1.17s/it]G: 1.39 | D: 0.32 | GP: 0.67 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  67% 100150/150000 [3:05:35<16:53:24,  1.22s/it]G: 1.79 | D: 0.22 | GP: 0.27 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  67% 100195/150000 [3:06:30<16:59:17,  1.23s/it]G: 1.38 | D: 0.33 | GP: 0.01 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  67% 100249/150000 [3:07:36<17:09:53,  1.24s/it]G: 0.80 | D: 0.50 | GP: 0.13 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  67% 100293/150000 [3:08:31<17:27:28,  1.26s/it]G: 1.10 | D: 0.21 | GP: 0.16 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  67% 100350/150000 [3:09:38<16:24:14,  1.19s/it]G: 1.27 | D: 0.18 | GP: 0.39 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  67% 100396/150000 [3:10:33<16:20:02,  1.19s/it]G: 1.36 | D: 0.13 | GP: 0.09 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  67% 100449/150000 [3:11:39<17:15:08,  1.25s/it]G: 1.49 | D: 0.19 | GP: 0.10 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  67% 100494/150000 [3:12:33<16:41:37,  1.21s/it]G: 1.20 | D: 0.26 | GP: 0.03 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  67% 100549/150000 [3:13:40<17:19:09,  1.26s/it]G: 2.49 | D: 0.27 | GP: 0.21 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  67% 100597/150000 [3:14:38<16:44:42,  1.22s/it]G: 1.78 | D: 0.15 | GP: 0.28 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  67% 100650/150000 [3:15:42<16:42:05,  1.22s/it]G: 2.58 | D: 0.07 | GP: 0.16 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  67% 100696/150000 [3:16:36<16:03:23,  1.17s/it]G: 2.15 | D: 0.20 | GP: 0.17 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  67% 100750/150000 [3:17:43<16:33:11,  1.21s/it]G: 1.81 | D: 0.38 | GP: 0.25 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  67% 100795/150000 [3:18:36<16:14:22,  1.19s/it]G: 1.53 | D: 0.18 | GP: 0.16 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  67% 100842/150000 [3:19:43<20:58:25,  1.54s/it]G: 1.33 | D: 0.44 | GP: 0.21 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  67% 100897/150000 [3:20:50<17:45:14,  1.30s/it]G: 1.64 | D: 0.23 | GP: 0.23 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  67% 100942/150000 [3:21:45<16:33:11,  1.21s/it]G: -0.32 | D: 0.23 | GP: 0.38 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  67% 100997/150000 [3:22:52<17:10:53,  1.26s/it]G: 1.62 | D: 0.18 | GP: 0.29 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  67% 101049/150000 [3:23:59<17:09:48,  1.26s/it]G: 1.89 | D: 0.15 | GP: 0.16 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  67% 101094/150000 [3:24:53<16:53:02,  1.24s/it]G: 1.31 | D: 0.17 | GP: 0.49 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  67% 101148/150000 [3:25:57<15:52:31,  1.17s/it]G: 2.15 | D: 0.29 | GP: 0.23 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  67% 101195/150000 [3:26:55<16:05:53,  1.19s/it]G: 1.90 | D: 0.23 | GP: 0.09 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  67% 101249/150000 [3:28:01<16:52:27,  1.25s/it]G: 2.19 | D: 0.23 | GP: 0.17 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  68% 101295/150000 [3:28:55<16:00:17,  1.18s/it]G: 1.39 | D: 0.31 | GP: 0.04 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  68% 101349/150000 [3:30:02<16:56:26,  1.25s/it]G: 1.51 | D: 0.55 | GP: 0.27 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  68% 101395/150000 [3:30:56<16:22:48,  1.21s/it]G: 1.76 | D: 0.12 | GP: 0.21 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  68% 101442/150000 [3:31:54<16:36:14,  1.23s/it]G: 1.11 | D: 0.39 | GP: 0.08 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  68% 101497/150000 [3:33:01<16:25:42,  1.22s/it]G: 2.27 | D: 0.61 | GP: 0.11 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  68% 101543/150000 [3:33:55<16:05:03,  1.19s/it]G: 1.89 | D: 0.38 | GP: 0.08 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  68% 101599/150000 [3:35:02<15:46:28,  1.17s/it]G: 0.87 | D: 0.30 | GP: 0.26 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  68% 101647/150000 [3:35:59<15:48:03,  1.18s/it]G: 1.94 | D: 0.32 | GP: 0.10 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  68% 101694/150000 [3:36:56<15:58:52,  1.19s/it]G: 1.75 | D: 0.22 | GP: 0.12 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  68% 101747/150000 [3:38:00<15:55:17,  1.19s/it]G: 1.58 | D: 0.14 | GP: 0.01 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  68% 101794/150000 [3:38:57<16:13:17,  1.21s/it]G: 1.54 | D: 0.21 | GP: 0.10 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  68% 101843/150000 [3:39:55<15:41:01,  1.17s/it]G: 1.92 | D: 0.14 | GP: 0.09 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  68% 101899/150000 [3:41:01<15:37:14,  1.17s/it]G: 2.05 | D: 0.38 | GP: 0.49 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  68% 101949/150000 [3:42:01<15:56:33,  1.19s/it]G: 1.67 | D: 0.14 | GP: 0.21 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  68% 101996/150000 [3:42:56<15:33:32,  1.17s/it]G: 1.63 | D: 0.19 | GP: 0.15 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  68% 102049/150000 [3:44:04<16:39:12,  1.25s/it]G: 1.35 | D: 0.18 | GP: 0.15 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  68% 102096/150000 [3:44:59<15:35:27,  1.17s/it]G: 1.58 | D: 0.15 | GP: 0.02 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  68% 102143/150000 [3:45:55<15:30:24,  1.17s/it]G: 0.77 | D: 0.16 | GP: 0.17 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  68% 102200/150000 [3:47:03<15:25:26,  1.16s/it]G: 1.41 | D: 0.25 | GP: 0.02 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  68% 102250/150000 [3:48:04<16:11:28,  1.22s/it]G: 1.98 | D: 0.06 | GP: 0.20 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  68% 102297/150000 [3:49:00<16:08:12,  1.22s/it]G: 0.55 | D: 0.41 | GP: 0.18 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  68% 102345/150000 [3:49:58<16:14:25,  1.23s/it]G: 2.42 | D: 0.40 | GP: 0.21 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  68% 102400/150000 [3:51:03<15:28:21,  1.17s/it]G: 2.12 | D: 0.31 | GP: 0.12 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  68% 102445/150000 [3:52:00<16:38:21,  1.26s/it]G: 1.78 | D: 0.25 | GP: 0.31 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  68% 102499/150000 [3:53:05<16:05:36,  1.22s/it]G: 2.23 | D: 0.37 | GP: 0.13 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  68% 102544/150000 [3:53:59<15:52:34,  1.20s/it]G: 1.20 | D: 0.15 | GP: 0.20 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  68% 102597/150000 [3:55:06<16:44:10,  1.27s/it]G: 1.99 | D: 0.17 | GP: 0.09 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  68% 102642/150000 [3:56:01<16:12:41,  1.23s/it]G: 1.63 | D: 0.22 | GP: 0.29 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  68% 102696/150000 [3:57:06<15:52:04,  1.21s/it]G: 0.91 | D: 0.65 | GP: 0.96 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  68% 102750/150000 [3:58:12<16:05:51,  1.23s/it]G: 1.25 | D: 0.25 | GP: 0.08 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  69% 102794/150000 [3:59:07<16:11:50,  1.24s/it]G: 1.41 | D: 0.18 | GP: 0.08 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  69% 102848/150000 [4:00:11<15:23:02,  1.17s/it]G: 2.30 | D: 0.18 | GP: 0.04 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  69% 102893/150000 [4:01:08<16:23:45,  1.25s/it]G: 1.53 | D: 0.26 | GP: 0.24 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  69% 102947/150000 [4:02:13<16:03:34,  1.23s/it]G: 0.90 | D: 0.20 | GP: 0.81 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  69% 102994/150000 [4:03:10<15:50:14,  1.21s/it]G: 1.27 | D: 0.41 | GP: 0.12 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  69% 103047/150000 [4:04:18<16:10:31,  1.24s/it]G: 1.22 | D: 0.22 | GP: 0.07 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  69% 103100/150000 [4:05:22<15:21:44,  1.18s/it]G: 1.51 | D: 0.26 | GP: 0.13 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  69% 103145/150000 [4:06:18<16:27:29,  1.26s/it]G: 1.74 | D: 0.14 | GP: 0.05 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  69% 103199/150000 [4:07:23<15:36:39,  1.20s/it]G: 0.59 | D: 0.49 | GP: 0.31 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  69% 103244/150000 [4:08:19<15:45:21,  1.21s/it]G: 1.88 | D: 0.25 | GP: 0.08 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  69% 103297/150000 [4:09:26<16:40:35,  1.29s/it]G: 1.22 | D: 0.18 | GP: 0.01 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  69% 103342/150000 [4:10:21<16:12:42,  1.25s/it]G: 2.00 | D: 0.24 | GP: 0.07 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  69% 103396/150000 [4:11:27<15:54:19,  1.23s/it]G: 3.09 | D: 0.34 | GP: 0.11 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  69% 103450/150000 [4:12:34<15:50:14,  1.22s/it]G: 1.66 | D: 0.13 | GP: 0.32 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  69% 103495/150000 [4:13:30<16:04:34,  1.24s/it]G: 1.29 | D: 0.13 | GP: 0.11 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  69% 103548/150000 [4:14:36<15:44:21,  1.22s/it]G: 1.12 | D: 0.30 | GP: 0.04 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  69% 103593/150000 [4:15:35<16:51:32,  1.31s/it]G: 1.46 | D: 0.15 | GP: 0.08 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  69% 103647/150000 [4:16:42<15:54:09,  1.24s/it]G: 1.59 | D: 0.21 | GP: 0.05 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  69% 103692/150000 [4:17:50<15:52:56,  1.23s/it]G: 1.58 | D: 0.12 | GP: 0.05 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  69% 103745/150000 [4:18:47<16:47:23,  1.31s/it]G: 1.46 | D: 0.25 | GP: 0.03 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  69% 103799/150000 [4:19:54<15:58:24,  1.24s/it]G: 1.79 | D: 0.11 | GP: 0.66 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  69% 103843/150000 [4:20:50<16:26:35,  1.28s/it]G: 0.95 | D: 0.17 | GP: 0.06 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  69% 103897/150000 [4:21:59<16:36:19,  1.30s/it]G: 1.85 | D: 0.26 | GP: 0.12 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  69% 103950/150000 [4:23:07<16:25:26,  1.28s/it]G: 1.94 | D: 0.35 | GP: 0.64 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  69% 103995/150000 [4:24:03<15:55:06,  1.25s/it]G: 1.39 | D: 0.10 | GP: 0.12 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  69% 104048/150000 [4:25:13<16:07:12,  1.26s/it]G: 1.23 | D: 0.27 | GP: 0.16 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  69% 104092/150000 [4:26:20<15:36:23,  1.22s/it]G: 1.34 | D: 0.38 | GP: 0.06 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  69% 104146/150000 [4:27:19<16:12:12,  1.27s/it]G: 1.43 | D: 0.13 | GP: 0.04 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  69% 104197/150000 [4:28:25<16:52:25,  1.33s/it]G: 2.08 | D: 0.23 | GP: 0.41 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  70% 104250/150000 [4:29:32<16:12:52,  1.28s/it]G: 1.85 | D: 0.40 | GP: 0.34 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  70% 104295/150000 [4:30:29<16:08:00,  1.27s/it]G: 1.53 | D: 0.22 | GP: 0.28 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  70% 104348/150000 [4:31:35<15:30:57,  1.22s/it]G: 1.46 | D: 0.18 | GP: 0.23 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  70% 104393/150000 [4:32:34<16:33:28,  1.31s/it]G: 1.55 | D: 0.35 | GP: 0.88 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  70% 104447/150000 [4:33:41<15:40:42,  1.24s/it]G: 0.96 | D: 0.25 | GP: 1.09 | PL: 0.67\n",
            "cars_all<train_images2/cars_all>:  70% 104492/150000 [4:34:50<15:47:24,  1.25s/it]G: 1.78 | D: 0.16 | GP: 0.31 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  70% 104545/150000 [4:35:48<16:36:27,  1.32s/it]G: 1.66 | D: 0.21 | GP: 0.05 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  70% 104598/150000 [4:36:53<15:59:45,  1.27s/it]G: 1.71 | D: 0.24 | GP: 0.02 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  70% 104643/150000 [4:37:50<15:54:47,  1.26s/it]G: 1.53 | D: 0.43 | GP: 0.03 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  70% 104697/150000 [4:38:58<16:05:19,  1.28s/it]G: 0.99 | D: 0.06 | GP: 0.02 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  70% 104749/150000 [4:40:03<16:08:53,  1.28s/it]G: 1.86 | D: 0.22 | GP: 0.09 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  70% 104794/150000 [4:40:57<15:21:12,  1.22s/it]G: 1.64 | D: 0.19 | GP: 0.36 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  70% 104848/150000 [4:42:02<15:00:36,  1.20s/it]G: 0.73 | D: 1.25 | GP: 0.24 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  70% 104892/150000 [4:42:56<14:47:25,  1.18s/it]G: 1.52 | D: 0.33 | GP: 0.03 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  70% 104945/150000 [4:44:03<15:54:06,  1.27s/it]G: 1.66 | D: 0.19 | GP: 0.07 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  70% 104999/150000 [4:45:08<15:15:15,  1.22s/it]G: 0.82 | D: 0.18 | GP: 0.20 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  70% 105043/150000 [4:46:05<15:23:28,  1.23s/it]G: 1.79 | D: 0.28 | GP: 0.11 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  70% 105097/150000 [4:47:11<15:46:16,  1.26s/it]G: 1.39 | D: 0.30 | GP: 0.25 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  70% 105143/150000 [4:48:06<14:51:19,  1.19s/it]G: 1.01 | D: 0.27 | GP: 0.17 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  70% 105197/150000 [4:49:12<15:38:01,  1.26s/it]G: 1.68 | D: 0.17 | GP: 0.02 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  70% 105242/150000 [4:50:07<15:10:34,  1.22s/it]G: 1.15 | D: 0.25 | GP: 0.68 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  70% 105296/150000 [4:51:12<14:50:56,  1.20s/it]G: 1.91 | D: 0.35 | GP: 1.11 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  70% 105349/150000 [4:52:18<15:32:42,  1.25s/it]G: 2.32 | D: 0.20 | GP: 0.06 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  70% 105395/150000 [4:53:12<14:43:48,  1.19s/it]G: 1.81 | D: 0.19 | GP: 0.09 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  70% 105449/150000 [4:54:19<15:40:47,  1.27s/it]G: 2.18 | D: 0.33 | GP: 0.06 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  70% 105496/150000 [4:55:14<14:30:55,  1.17s/it]G: 1.28 | D: 0.20 | GP: 0.01 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  70% 105550/150000 [4:56:21<15:05:04,  1.22s/it]G: 2.47 | D: 0.12 | GP: 0.28 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  70% 105595/150000 [4:57:15<14:39:07,  1.19s/it]G: 1.44 | D: 0.26 | GP: 0.05 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  70% 105649/150000 [4:58:21<15:20:00,  1.24s/it]G: 1.39 | D: 0.07 | GP: 0.20 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  70% 105697/150000 [4:59:20<15:15:46,  1.24s/it]G: 0.93 | D: 0.51 | GP: 0.14 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  70% 105742/150000 [5:00:13<14:45:31,  1.20s/it]G: 1.38 | D: 0.29 | GP: 0.13 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  71% 105791/150000 [5:01:11<14:18:52,  1.17s/it]G: 0.83 | D: 0.31 | GP: 0.36 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  71% 105847/150000 [5:02:19<14:30:38,  1.18s/it]G: 1.40 | D: 0.27 | GP: 0.13 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  71% 105893/150000 [5:03:16<15:17:09,  1.25s/it]G: 0.63 | D: 0.12 | GP: 0.50 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  71% 105949/150000 [5:04:22<14:45:53,  1.21s/it]G: 1.18 | D: 0.21 | GP: 0.20 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  71% 105995/150000 [5:05:17<14:36:47,  1.20s/it]G: 1.24 | D: 0.23 | GP: 0.10 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  71% 106048/150000 [5:06:24<14:34:22,  1.19s/it]G: 1.10 | D: 0.19 | GP: 0.61 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  71% 106093/150000 [5:07:20<15:15:08,  1.25s/it]G: 1.70 | D: 0.06 | GP: 0.04 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  71% 106147/150000 [5:08:25<14:49:22,  1.22s/it]G: 1.33 | D: 0.29 | GP: 0.66 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  71% 106192/150000 [5:09:30<14:28:15,  1.19s/it]G: 1.53 | D: 0.13 | GP: 0.05 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  71% 106245/150000 [5:10:25<15:08:49,  1.25s/it]G: 2.43 | D: 0.17 | GP: 0.08 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  71% 106300/150000 [5:11:29<14:09:15,  1.17s/it]G: 1.79 | D: 0.32 | GP: 0.06 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  71% 106344/150000 [5:12:24<14:40:29,  1.21s/it]G: 1.47 | D: 0.15 | GP: 0.22 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  71% 106398/150000 [5:13:30<14:40:22,  1.21s/it]G: 1.43 | D: 0.25 | GP: 0.04 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  71% 106442/150000 [5:14:25<14:50:23,  1.23s/it]G: 2.33 | D: 0.19 | GP: 0.25 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  71% 106495/150000 [5:15:30<14:56:12,  1.24s/it]G: 1.16 | D: 0.11 | GP: 0.84 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  71% 106546/150000 [5:16:35<15:02:51,  1.25s/it]G: 1.87 | D: 0.17 | GP: 0.74 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  71% 106599/150000 [5:17:42<15:01:52,  1.25s/it]G: 1.57 | D: 0.12 | GP: 0.29 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  71% 106643/150000 [5:18:36<14:44:38,  1.22s/it]G: 1.29 | D: 0.13 | GP: 0.29 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  71% 106696/150000 [5:19:43<15:04:48,  1.25s/it]G: 0.98 | D: 0.21 | GP: 0.09 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  71% 106750/150000 [5:20:50<14:45:01,  1.23s/it]G: 1.67 | D: 0.30 | GP: 0.11 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  71% 106794/150000 [5:21:45<15:03:16,  1.25s/it]G: 2.06 | D: 1.04 | GP: 2.10 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  71% 106848/150000 [5:22:50<14:18:05,  1.19s/it]G: 2.31 | D: 0.35 | GP: 0.21 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  71% 106893/150000 [5:23:48<15:11:59,  1.27s/it]G: 2.34 | D: 0.15 | GP: 0.08 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  71% 106947/150000 [5:24:55<14:56:54,  1.25s/it]G: 2.36 | D: 0.38 | GP: 0.03 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  71% 106992/150000 [5:26:00<14:26:37,  1.21s/it]G: 1.46 | D: 0.24 | GP: 0.31 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  71% 107045/150000 [5:27:00<15:34:05,  1.30s/it]G: 2.35 | D: 0.32 | GP: 0.17 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  71% 107099/150000 [5:28:05<14:27:48,  1.21s/it]G: 1.39 | D: 0.25 | GP: 0.95 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  71% 107144/150000 [5:29:01<14:31:53,  1.22s/it]G: 1.51 | D: 0.17 | GP: 0.08 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  71% 107198/150000 [5:30:08<14:38:02,  1.23s/it]G: 1.75 | D: 0.15 | GP: 0.04 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  71% 107242/150000 [5:31:03<14:49:37,  1.25s/it]G: 1.12 | D: 0.19 | GP: 0.03 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  72% 107296/150000 [5:32:08<14:07:58,  1.19s/it]G: 0.92 | D: 0.18 | GP: 0.06 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  72% 107350/150000 [5:33:17<14:43:45,  1.24s/it]G: 1.21 | D: 0.45 | GP: 0.08 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  72% 107395/150000 [5:34:12<14:42:40,  1.24s/it]G: 1.71 | D: 0.18 | GP: 0.22 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  72% 107449/150000 [5:35:20<14:59:49,  1.27s/it]G: 1.04 | D: 0.25 | GP: 0.12 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  72% 107493/150000 [5:36:15<15:13:39,  1.29s/it]G: 1.85 | D: 0.21 | GP: 0.04 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  72% 107547/150000 [5:37:20<14:19:38,  1.21s/it]G: -0.25 | D: 0.37 | GP: 0.31 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  72% 107592/150000 [5:38:16<14:30:31,  1.23s/it]G: 1.75 | D: 0.37 | GP: 0.08 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  72% 107646/150000 [5:39:23<14:24:03,  1.22s/it]G: 1.26 | D: 0.21 | GP: 0.23 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  72% 107699/150000 [5:40:29<14:15:14,  1.21s/it]G: 1.37 | D: 0.26 | GP: 0.12 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  72% 107744/150000 [5:41:24<14:01:43,  1.20s/it]G: 1.30 | D: 0.26 | GP: 0.39 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  72% 107798/150000 [5:42:32<14:30:21,  1.24s/it]G: 1.73 | D: 0.09 | GP: 0.39 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  72% 107843/150000 [5:43:28<14:36:18,  1.25s/it]G: 1.55 | D: 0.20 | GP: 0.15 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  72% 107897/150000 [5:44:36<14:48:27,  1.27s/it]G: 1.43 | D: 0.16 | GP: 0.08 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  72% 107950/150000 [5:45:41<14:30:41,  1.24s/it]G: 1.91 | D: 0.05 | GP: 0.27 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  72% 107995/150000 [5:46:36<14:14:37,  1.22s/it]G: 1.20 | D: 0.29 | GP: 0.44 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  72% 108048/150000 [5:47:46<14:32:11,  1.25s/it]G: 1.20 | D: 0.33 | GP: 2.18 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  72% 108100/150000 [5:48:51<14:28:33,  1.24s/it]G: 0.63 | D: 0.18 | GP: 0.19 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  72% 108145/150000 [5:49:48<14:51:41,  1.28s/it]G: 1.90 | D: 0.19 | GP: 0.12 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  72% 108199/150000 [5:50:55<14:35:09,  1.26s/it]G: 2.10 | D: 0.22 | GP: 0.06 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  72% 108243/150000 [5:51:49<14:11:51,  1.22s/it]G: 1.67 | D: 0.22 | GP: 0.06 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  72% 108296/150000 [5:52:55<14:15:28,  1.23s/it]G: 2.62 | D: 0.44 | GP: 0.11 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  72% 108350/150000 [5:54:02<14:13:19,  1.23s/it]G: 1.58 | D: 0.13 | GP: 0.06 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  72% 108394/150000 [5:54:58<14:23:51,  1.25s/it]G: 2.92 | D: 0.26 | GP: 0.20 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  72% 108448/150000 [5:56:03<13:48:21,  1.20s/it]G: 1.29 | D: 0.30 | GP: 0.26 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  72% 108493/150000 [5:57:01<14:44:45,  1.28s/it]G: 1.50 | D: 0.32 | GP: 0.17 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  72% 108547/150000 [5:58:08<14:22:42,  1.25s/it]G: 1.39 | D: 0.24 | GP: 0.18 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  72% 108592/150000 [5:59:03<13:56:51,  1.21s/it]G: 1.40 | D: 0.33 | GP: 0.12 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  72% 108645/150000 [6:00:10<14:44:30,  1.28s/it]G: 2.48 | D: 0.52 | GP: 0.19 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  72% 108699/150000 [6:01:15<13:52:34,  1.21s/it]G: 1.23 | D: 0.32 | GP: 0.27 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  72% 108743/150000 [6:02:10<14:18:12,  1.25s/it]G: 1.25 | D: 0.33 | GP: 0.17 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  73% 108796/150000 [6:03:15<13:39:19,  1.19s/it]G: 1.57 | D: 0.72 | GP: 0.45 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  73% 108850/150000 [6:04:23<14:13:24,  1.24s/it]G: 1.97 | D: 0.33 | GP: 0.59 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  73% 108895/150000 [6:05:18<13:54:51,  1.22s/it]G: 1.71 | D: 0.19 | GP: 0.04 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  73% 108949/150000 [6:06:26<14:25:06,  1.26s/it]G: 1.47 | D: 0.60 | GP: 0.06 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  73% 108993/150000 [6:07:22<14:38:22,  1.29s/it]G: 1.29 | D: 0.19 | GP: 0.35 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  73% 109046/150000 [6:08:29<14:19:38,  1.26s/it]G: 1.41 | D: 0.19 | GP: 0.17 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  73% 109098/150000 [6:09:34<14:13:50,  1.25s/it]G: 1.23 | D: 0.24 | GP: 0.40 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  73% 109143/150000 [6:10:29<13:48:23,  1.22s/it]G: 1.34 | D: 0.12 | GP: 0.25 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  73% 109196/150000 [6:11:34<13:45:07,  1.21s/it]G: 1.82 | D: 0.10 | GP: 0.14 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  73% 109249/150000 [6:12:42<14:35:39,  1.29s/it]G: 1.64 | D: 0.26 | GP: 0.41 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  73% 109294/150000 [6:13:38<14:10:13,  1.25s/it]G: 1.50 | D: 0.24 | GP: 0.33 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  73% 109348/150000 [6:14:44<13:58:11,  1.24s/it]G: 1.08 | D: 0.31 | GP: 0.07 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  73% 109393/150000 [6:15:42<14:28:56,  1.28s/it]G: 1.71 | D: 0.35 | GP: 0.11 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  73% 109447/150000 [6:16:48<14:02:10,  1.25s/it]G: 1.60 | D: 0.12 | GP: 0.15 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  73% 109500/150000 [6:17:54<13:42:04,  1.22s/it]G: 1.12 | D: 0.22 | GP: 0.47 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  73% 109544/150000 [6:18:51<14:11:25,  1.26s/it]G: 1.68 | D: 0.32 | GP: 0.39 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  73% 109595/150000 [6:19:55<13:45:21,  1.23s/it]G: 0.98 | D: 0.29 | GP: 0.07 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  73% 109648/150000 [6:21:03<13:58:25,  1.25s/it]G: 0.93 | D: 0.20 | GP: 0.11 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  73% 109692/150000 [6:22:10<13:29:27,  1.20s/it]G: 1.54 | D: 0.16 | GP: 0.29 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  73% 109746/150000 [6:23:06<13:56:47,  1.25s/it]G: 1.84 | D: 0.14 | GP: 0.02 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  73% 109800/150000 [6:24:13<13:42:12,  1.23s/it]G: 1.62 | D: 0.26 | GP: 0.23 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  73% 109845/150000 [6:25:09<14:04:47,  1.26s/it]G: 1.86 | D: 0.45 | GP: 0.24 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  73% 109898/150000 [6:26:15<13:54:57,  1.25s/it]G: 2.02 | D: 0.25 | GP: 0.08 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  73% 109943/150000 [6:27:09<13:21:01,  1.20s/it]G: 1.36 | D: 0.27 | GP: 0.12 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  73% 109997/150000 [6:28:16<13:50:04,  1.25s/it]G: 2.10 | D: 0.33 | GP: 0.15 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  73% 110043/150000 [6:29:12<13:13:48,  1.19s/it]G: 1.89 | D: 0.24 | GP: 0.04 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  73% 110092/150000 [6:30:20<12:48:34,  1.16s/it]G: 1.28 | D: 0.23 | GP: 0.33 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  73% 110150/150000 [6:31:19<13:09:48,  1.19s/it]G: 0.66 | D: 0.61 | GP: 0.33 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  73% 110197/150000 [6:32:14<13:07:01,  1.19s/it]G: 1.50 | D: 0.25 | GP: 0.10 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  73% 110246/150000 [6:33:11<13:00:52,  1.18s/it]G: 1.93 | D: 0.20 | GP: 0.24 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  74% 110295/150000 [6:34:07<12:36:24,  1.14s/it]G: 1.39 | D: 0.26 | GP: 0.31 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  74% 110345/150000 [6:35:07<13:13:14,  1.20s/it]G: 1.58 | D: 0.26 | GP: 0.03 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  74% 110393/150000 [6:36:03<12:54:37,  1.17s/it]G: 1.94 | D: 0.26 | GP: 0.25 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  74% 110442/150000 [6:37:00<13:03:40,  1.19s/it]G: 1.12 | D: 0.07 | GP: 0.06 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  74% 110498/150000 [6:38:05<13:02:31,  1.19s/it]G: 0.78 | D: 0.22 | GP: 0.69 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  74% 110547/150000 [6:39:01<12:41:50,  1.16s/it]G: 1.25 | D: 0.28 | GP: 0.11 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  74% 110595/150000 [6:39:58<12:49:21,  1.17s/it]G: 1.84 | D: 0.28 | GP: 0.18 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  74% 110645/150000 [6:40:56<12:50:17,  1.17s/it]G: 1.71 | D: 0.21 | GP: 0.15 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  74% 110694/150000 [6:41:54<12:51:31,  1.18s/it]G: 1.45 | D: 0.32 | GP: 0.05 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  74% 110743/150000 [6:42:50<12:31:34,  1.15s/it]G: 1.09 | D: 0.15 | GP: 0.07 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  74% 110793/150000 [6:43:50<13:09:37,  1.21s/it]G: 1.77 | D: 0.09 | GP: 0.03 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  74% 110842/150000 [6:44:46<12:42:13,  1.17s/it]G: 1.83 | D: 0.24 | GP: 0.08 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  74% 110891/150000 [6:45:43<12:28:30,  1.15s/it]G: 1.63 | D: 0.07 | GP: 0.22 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  74% 110950/150000 [6:46:52<12:43:05,  1.17s/it]G: 1.76 | D: 0.15 | GP: 0.14 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  74% 110999/150000 [6:47:48<12:22:17,  1.14s/it]G: 0.78 | D: 0.33 | GP: 0.26 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  74% 111045/150000 [6:48:47<13:25:12,  1.24s/it]G: 1.45 | D: 0.31 | GP: 0.25 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  74% 111094/150000 [6:49:43<12:42:39,  1.18s/it]G: 1.36 | D: 0.15 | GP: 0.46 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  74% 111142/150000 [6:50:40<13:04:58,  1.21s/it]G: 1.44 | D: 0.28 | GP: 0.04 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  74% 111191/150000 [6:51:50<12:27:09,  1.16s/it]G: 1.69 | D: 0.48 | GP: 0.16 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  74% 111241/150000 [6:52:37<12:57:53,  1.20s/it]G: 1.99 | D: 0.30 | GP: 0.23 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  74% 111298/150000 [6:53:44<12:54:53,  1.20s/it]G: 2.06 | D: 0.45 | GP: 0.13 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  74% 111348/150000 [6:54:40<12:18:06,  1.15s/it]G: 1.39 | D: 0.22 | GP: 0.22 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  74% 111397/150000 [6:55:39<12:55:58,  1.21s/it]G: 1.67 | D: 0.17 | GP: 0.11 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  74% 111446/150000 [6:56:36<12:29:26,  1.17s/it]G: 1.91 | D: 0.26 | GP: 0.04 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  74% 111493/150000 [6:57:31<12:54:32,  1.21s/it]G: 1.14 | D: 0.39 | GP: 0.18 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  74% 111542/150000 [6:58:27<12:28:43,  1.17s/it]G: 2.45 | D: 0.55 | GP: 0.34 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  74% 111600/150000 [6:59:34<12:09:34,  1.14s/it]G: 1.59 | D: 0.12 | GP: 0.13 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  74% 111649/150000 [7:00:33<12:45:57,  1.20s/it]G: 1.78 | D: 0.39 | GP: 0.15 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  74% 111699/150000 [7:01:30<12:08:44,  1.14s/it]G: 1.34 | D: 0.12 | GP: 0.23 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  74% 111747/150000 [7:02:26<12:28:09,  1.17s/it]G: 2.00 | D: 0.35 | GP: 0.21 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  75% 111797/150000 [7:03:25<12:26:05,  1.17s/it]G: 0.99 | D: 0.28 | GP: 0.07 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  75% 111846/150000 [7:04:22<12:31:07,  1.18s/it]G: 1.98 | D: 0.12 | GP: 0.15 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  75% 111895/150000 [7:05:18<12:04:56,  1.14s/it]G: 1.79 | D: 0.39 | GP: 0.20 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  75% 111945/150000 [7:06:17<12:36:33,  1.19s/it]G: 1.63 | D: 0.14 | GP: 2.05 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  75% 111993/150000 [7:07:13<12:26:21,  1.18s/it]G: 1.38 | D: 0.24 | GP: 0.11 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  75% 112041/150000 [7:08:12<13:03:36,  1.24s/it]G: 2.02 | D: 0.18 | GP: 0.14 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  75% 112099/150000 [7:09:19<12:26:47,  1.18s/it]G: 2.06 | D: 0.46 | GP: 0.11 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  75% 112149/150000 [7:10:18<12:23:41,  1.18s/it]G: 1.43 | D: 0.36 | GP: 0.09 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  75% 112198/150000 [7:11:15<12:24:43,  1.18s/it]G: 1.49 | D: 0.38 | GP: 0.36 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  75% 112247/150000 [7:12:11<11:59:38,  1.14s/it]G: 1.75 | D: 0.17 | GP: 0.04 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  75% 112297/150000 [7:13:11<12:29:02,  1.19s/it]G: 1.26 | D: 0.16 | GP: 0.22 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  75% 112346/150000 [7:14:07<12:15:39,  1.17s/it]G: 2.29 | D: 0.34 | GP: 0.03 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  75% 112395/150000 [7:15:06<12:17:53,  1.18s/it]G: 1.09 | D: 0.20 | GP: 0.17 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  75% 112444/150000 [7:16:03<11:55:30,  1.14s/it]G: 1.43 | D: 0.17 | GP: 0.09 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  75% 112492/150000 [7:17:01<12:10:47,  1.17s/it]G: 1.80 | D: 0.14 | GP: 0.03 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  75% 112542/150000 [7:18:01<12:23:35,  1.19s/it]G: 1.59 | D: 0.33 | GP: 0.06 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  75% 112600/150000 [7:19:10<12:16:35,  1.18s/it]G: 1.77 | D: 0.22 | GP: 0.40 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  75% 112647/150000 [7:20:08<12:32:54,  1.21s/it]G: 2.20 | D: 0.21 | GP: 0.11 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  75% 112697/150000 [7:21:08<12:26:38,  1.20s/it]G: 2.15 | D: 0.28 | GP: 0.32 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  75% 112741/150000 [7:22:01<12:44:01,  1.23s/it]G: 1.94 | D: 0.07 | GP: 0.24 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  75% 112799/150000 [7:23:08<11:55:01,  1.15s/it]G: 1.96 | D: 0.21 | GP: 0.03 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  75% 112846/150000 [7:24:05<12:19:49,  1.19s/it]G: 1.76 | D: 0.22 | GP: 0.20 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  75% 112892/150000 [7:25:10<11:56:10,  1.16s/it]G: 1.46 | D: 0.07 | GP: 0.51 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  75% 112946/150000 [7:26:07<12:38:34,  1.23s/it]G: 2.01 | D: 0.29 | GP: 0.12 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  75% 113000/150000 [7:27:12<12:26:59,  1.21s/it]G: 1.66 | D: 0.11 | GP: 0.03 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  75% 113043/150000 [7:28:09<12:46:11,  1.24s/it]G: 1.67 | D: 0.25 | GP: 0.13 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  75% 113097/150000 [7:29:17<13:13:31,  1.29s/it]G: 1.69 | D: 0.16 | GP: 0.21 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  75% 113142/150000 [7:30:12<12:38:58,  1.24s/it]G: 1.17 | D: 0.22 | GP: 0.07 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  75% 113196/150000 [7:31:18<12:22:13,  1.21s/it]G: 0.62 | D: 0.39 | GP: 0.27 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  75% 113249/150000 [7:32:25<13:05:17,  1.28s/it]G: 1.86 | D: 0.13 | GP: 0.06 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  76% 113294/150000 [7:33:19<12:36:37,  1.24s/it]G: 1.73 | D: 0.18 | GP: 0.14 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  76% 113347/150000 [7:34:25<12:40:22,  1.24s/it]G: 1.46 | D: 0.21 | GP: 0.02 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  76% 113392/150000 [7:35:30<12:18:11,  1.21s/it]G: 1.27 | D: 0.19 | GP: 0.15 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  76% 113445/150000 [7:36:27<13:01:22,  1.28s/it]G: 0.84 | D: 0.32 | GP: 0.17 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  76% 113499/150000 [7:37:32<12:17:13,  1.21s/it]G: 1.09 | D: 0.22 | GP: 0.16 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  76% 113544/150000 [7:38:28<12:25:48,  1.23s/it]G: 1.46 | D: 0.29 | GP: 0.06 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  76% 113598/150000 [7:39:35<12:21:11,  1.22s/it]G: 1.43 | D: 0.22 | GP: 0.01 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  76% 113642/150000 [7:40:40<12:36:35,  1.25s/it]G: 1.34 | D: 0.35 | GP: 0.05 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  76% 113696/150000 [7:41:35<11:57:51,  1.19s/it]G: 1.39 | D: 0.35 | GP: 0.08 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  76% 113750/150000 [7:42:43<12:30:50,  1.24s/it]G: 1.32 | D: 0.36 | GP: 0.03 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  76% 113795/150000 [7:43:39<12:32:31,  1.25s/it]G: 0.86 | D: 0.29 | GP: 0.62 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  76% 113849/150000 [7:44:46<12:40:17,  1.26s/it]G: 1.78 | D: 0.40 | GP: 0.33 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  76% 113893/150000 [7:45:41<12:52:40,  1.28s/it]G: 1.98 | D: 0.88 | GP: 0.34 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  76% 113947/150000 [7:46:47<12:09:56,  1.21s/it]G: 1.99 | D: 0.18 | GP: 0.08 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  76% 113992/150000 [7:47:43<12:22:09,  1.24s/it]G: 1.05 | D: 0.17 | GP: 0.14 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  76% 114046/150000 [7:48:53<12:29:10,  1.25s/it]G: 1.34 | D: 0.16 | GP: 0.25 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  76% 114099/150000 [7:49:58<12:02:09,  1.21s/it]G: 1.68 | D: 0.25 | GP: 0.01 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  76% 114144/150000 [7:50:53<11:53:30,  1.19s/it]G: 1.65 | D: 0.38 | GP: 0.48 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  76% 114198/150000 [7:52:01<12:17:11,  1.24s/it]G: 1.26 | D: 0.24 | GP: 0.12 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  76% 114243/150000 [7:52:57<12:21:18,  1.24s/it]G: 1.53 | D: 0.09 | GP: 0.16 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  76% 114296/150000 [7:54:01<11:55:25,  1.20s/it]G: 1.23 | D: 1.77 | GP: 1.63 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  76% 114350/150000 [7:55:09<12:20:48,  1.25s/it]G: 1.83 | D: 0.56 | GP: 0.46 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  76% 114394/150000 [7:56:03<12:11:01,  1.23s/it]G: 1.95 | D: 0.37 | GP: 0.16 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  76% 114441/150000 [7:57:01<12:14:02,  1.24s/it]G: 1.68 | D: 0.10 | GP: 0.38 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  76% 114497/150000 [7:58:07<12:03:17,  1.22s/it]G: 1.44 | D: 0.28 | GP: 0.38 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  76% 114547/150000 [7:59:04<11:21:10,  1.15s/it]G: 1.81 | D: 0.17 | GP: 0.08 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  76% 114595/150000 [8:00:01<11:33:59,  1.18s/it]G: 1.47 | D: 0.15 | GP: 0.31 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  76% 114645/150000 [8:01:00<11:40:02,  1.19s/it]G: 1.26 | D: 0.30 | GP: 0.63 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  76% 114693/150000 [8:01:56<11:51:02,  1.21s/it]G: 1.48 | D: 0.37 | GP: 0.21 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  76% 114742/150000 [8:02:53<11:28:03,  1.17s/it]G: 1.79 | D: 0.16 | GP: 0.72 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  77% 114791/150000 [8:03:50<11:35:36,  1.19s/it]G: 1.33 | D: 0.33 | GP: 0.27 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  77% 114850/150000 [8:05:00<11:34:45,  1.19s/it]G: 1.45 | D: 0.14 | GP: 0.29 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  77% 114900/150000 [8:05:57<11:06:12,  1.14s/it]G: 1.47 | D: 0.20 | GP: 0.86 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  77% 114945/150000 [8:06:52<11:53:03,  1.22s/it]G: 0.92 | D: 0.17 | GP: 0.05 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  77% 114995/150000 [8:07:48<11:07:56,  1.14s/it]G: 2.00 | D: 0.13 | GP: 0.01 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  77% 115042/150000 [8:08:47<11:38:35,  1.20s/it]G: 1.67 | D: 0.15 | GP: 0.53 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  77% 115091/150000 [8:09:42<11:13:20,  1.16s/it]G: 0.76 | D: 0.26 | GP: 0.00 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  77% 115149/150000 [8:10:51<11:31:44,  1.19s/it]G: 1.82 | D: 0.34 | GP: 0.45 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  77% 115199/150000 [8:11:48<10:57:22,  1.13s/it]G: 0.78 | D: 0.15 | GP: 0.09 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  77% 115248/150000 [8:12:45<10:55:44,  1.13s/it]G: 0.84 | D: 0.23 | GP: 0.21 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  77% 115297/150000 [8:13:44<11:32:10,  1.20s/it]G: 1.93 | D: 0.20 | GP: 0.27 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  77% 115347/150000 [8:14:41<11:06:33,  1.15s/it]G: 0.98 | D: 0.34 | GP: 0.66 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  77% 115395/150000 [8:15:38<11:21:08,  1.18s/it]G: 1.58 | D: 0.25 | GP: 0.36 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  77% 115444/150000 [8:16:34<10:56:56,  1.14s/it]G: 1.00 | D: 0.31 | GP: 0.06 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  77% 115491/150000 [8:17:32<11:26:20,  1.19s/it]G: 1.23 | D: 0.21 | GP: 0.08 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  77% 115541/150000 [8:18:31<11:26:57,  1.20s/it]G: 2.54 | D: 0.31 | GP: 0.13 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  77% 115600/150000 [8:19:38<10:51:25,  1.14s/it]G: 1.33 | D: 0.39 | GP: 0.16 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  77% 115648/150000 [8:20:34<10:47:28,  1.13s/it]G: 0.85 | D: 0.27 | GP: 0.13 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  77% 115697/150000 [8:21:33<11:19:47,  1.19s/it]G: 1.79 | D: 0.13 | GP: 0.09 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  77% 115746/150000 [8:22:30<11:12:13,  1.18s/it]G: 1.28 | D: 0.15 | GP: 0.06 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  77% 115795/150000 [8:23:26<10:54:53,  1.15s/it]G: 2.00 | D: 0.09 | GP: 0.12 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  77% 115842/150000 [8:24:21<11:11:31,  1.18s/it]G: 1.23 | D: 0.43 | GP: 0.38 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  77% 115892/150000 [8:25:18<10:48:41,  1.14s/it]G: 1.88 | D: 0.25 | GP: 0.12 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  77% 115941/150000 [8:26:17<11:21:59,  1.20s/it]G: 1.68 | D: 0.27 | GP: 0.19 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  77% 115999/150000 [8:27:22<10:44:14,  1.14s/it]G: 1.59 | D: 0.36 | GP: 0.14 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  77% 116048/150000 [8:28:22<10:55:43,  1.16s/it]G: 1.52 | D: 0.36 | GP: 0.23 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  77% 116097/150000 [8:29:21<11:22:24,  1.21s/it]G: 0.99 | D: 0.29 | GP: 0.25 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  77% 116147/150000 [8:30:17<10:42:50,  1.14s/it]G: 1.61 | D: 0.26 | GP: 0.11 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  77% 116195/150000 [8:31:14<10:58:52,  1.17s/it]G: 1.40 | D: 0.30 | GP: 0.17 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  77% 116245/150000 [8:32:12<10:59:40,  1.17s/it]G: 1.94 | D: 0.28 | GP: 0.05 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  78% 116294/150000 [8:33:09<11:00:05,  1.18s/it]G: 1.22 | D: 0.23 | GP: 0.07 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  78% 116341/150000 [8:34:04<10:59:50,  1.18s/it]G: 1.76 | D: 0.11 | GP: 0.59 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  78% 116400/150000 [8:35:11<10:32:16,  1.13s/it]G: 1.66 | D: 0.09 | GP: 0.32 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  78% 116449/150000 [8:36:10<11:05:49,  1.19s/it]G: 1.52 | D: 0.36 | GP: 0.10 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  78% 116499/150000 [8:37:06<10:37:00,  1.14s/it]G: 1.99 | D: 0.29 | GP: 0.09 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  78% 116545/150000 [8:38:01<11:10:01,  1.20s/it]G: 1.40 | D: 0.30 | GP: 0.26 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  78% 116595/150000 [8:38:58<10:38:08,  1.15s/it]G: 1.22 | D: 0.19 | GP: 0.06 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  78% 116643/150000 [8:39:54<10:49:04,  1.17s/it]G: 1.91 | D: 0.18 | GP: 0.06 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  78% 116693/150000 [8:40:53<10:53:54,  1.18s/it]G: 1.77 | D: 0.10 | GP: 0.18 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  78% 116742/150000 [8:41:50<10:52:28,  1.18s/it]G: 1.12 | D: 0.16 | GP: 0.11 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  78% 116799/150000 [8:42:55<10:29:02,  1.14s/it]G: 1.61 | D: 0.19 | GP: 0.14 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  78% 116848/150000 [8:43:52<10:24:48,  1.13s/it]G: 2.97 | D: 0.70 | GP: 0.26 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  78% 116897/150000 [8:44:51<11:03:41,  1.20s/it]G: 1.31 | D: 0.43 | GP: 0.12 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  78% 116947/150000 [8:45:48<10:31:10,  1.15s/it]G: 1.27 | D: 0.21 | GP: 0.01 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  78% 116994/150000 [8:46:43<10:48:35,  1.18s/it]G: 1.88 | D: 0.21 | GP: 0.15 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  78% 117043/150000 [8:47:42<10:40:50,  1.17s/it]G: 1.92 | D: 0.18 | GP: 0.09 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  78% 117091/150000 [8:48:50<10:45:16,  1.18s/it]G: 1.63 | D: 0.53 | GP: 0.02 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  78% 117141/150000 [8:49:37<10:42:58,  1.17s/it]G: 1.13 | D: 0.20 | GP: 0.28 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  78% 117200/150000 [8:50:44<10:17:41,  1.13s/it]G: 0.92 | D: 0.26 | GP: 0.08 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  78% 117249/150000 [8:51:43<10:57:15,  1.20s/it]G: 1.60 | D: 0.35 | GP: 0.27 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  78% 117299/150000 [8:52:40<10:24:56,  1.15s/it]G: 1.88 | D: 0.13 | GP: 0.59 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  78% 117346/150000 [8:53:36<10:42:48,  1.18s/it]G: 0.84 | D: 0.31 | GP: 0.87 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  78% 117395/150000 [8:54:32<10:31:12,  1.16s/it]G: 1.81 | D: 0.23 | GP: 0.02 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  78% 117443/150000 [8:55:29<10:40:40,  1.18s/it]G: 0.91 | D: 0.34 | GP: 0.07 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  78% 117493/150000 [8:56:28<10:42:41,  1.19s/it]G: 2.17 | D: 0.28 | GP: 0.02 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  78% 117542/150000 [8:57:26<10:41:35,  1.19s/it]G: 2.11 | D: 0.33 | GP: 0.15 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  78% 117591/150000 [8:58:22<10:23:24,  1.15s/it]G: 0.56 | D: 0.17 | GP: 0.28 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  78% 117641/150000 [8:59:22<10:49:12,  1.20s/it]G: 1.55 | D: 0.14 | GP: 0.30 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  78% 117698/150000 [9:00:30<10:55:43,  1.22s/it]G: 1.28 | D: 0.17 | GP: 0.33 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  78% 117747/150000 [9:01:26<10:24:16,  1.16s/it]G: 1.58 | D: 0.12 | GP: 0.06 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  79% 117794/150000 [9:02:22<10:40:58,  1.19s/it]G: 1.85 | D: 0.22 | GP: 0.13 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  79% 117844/150000 [9:03:20<10:19:07,  1.16s/it]G: 1.84 | D: 0.24 | GP: 0.25 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  79% 117900/150000 [9:04:26<10:13:01,  1.15s/it]G: 1.83 | D: 0.34 | GP: 0.14 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  79% 117949/150000 [9:05:24<10:32:50,  1.18s/it]G: 1.77 | D: 0.17 | GP: 0.14 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  79% 117997/150000 [9:06:21<10:42:04,  1.20s/it]G: 1.94 | D: 0.36 | GP: 0.08 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  79% 118043/150000 [9:07:16<10:24:21,  1.17s/it]G: 1.81 | D: 0.19 | GP: 0.03 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  79% 118092/150000 [9:08:14<10:14:25,  1.16s/it]G: 1.61 | D: 0.48 | GP: 0.06 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  79% 118142/150000 [9:09:13<10:26:48,  1.18s/it]G: 1.41 | D: 0.46 | GP: 0.02 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  79% 118191/150000 [9:10:20<10:13:08,  1.16s/it]G: 1.74 | D: 0.44 | GP: 0.28 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  79% 118249/150000 [9:11:19<10:32:52,  1.20s/it]G: 1.49 | D: 0.26 | GP: 0.06 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  79% 118298/150000 [9:12:15<10:14:30,  1.16s/it]G: 1.60 | D: 0.11 | GP: 0.07 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  79% 118347/150000 [9:13:12<10:06:12,  1.15s/it]G: 1.09 | D: 0.41 | GP: 0.15 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  79% 118397/150000 [9:14:11<10:15:20,  1.17s/it]G: 1.22 | D: 0.32 | GP: 0.04 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  79% 118445/150000 [9:15:07<10:24:43,  1.19s/it]G: 1.57 | D: 0.20 | GP: 0.06 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  79% 118495/150000 [9:16:04<9:53:01,  1.13s/it] G: 0.82 | D: 0.30 | GP: 0.29 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  79% 118544/150000 [9:17:01<9:55:09,  1.14s/it] G: 2.39 | D: 0.33 | GP: 0.29 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  79% 118593/150000 [9:17:59<10:26:02,  1.20s/it]G: 1.25 | D: 0.16 | GP: 0.52 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  79% 118643/150000 [9:18:56<10:00:33,  1.15s/it]G: 1.66 | D: 0.14 | GP: 0.20 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  79% 118699/150000 [9:20:01<9:59:07,  1.15s/it] G: 1.26 | D: 0.26 | GP: 0.17 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  79% 118749/150000 [9:21:00<10:09:54,  1.17s/it]G: 1.51 | D: 0.28 | GP: 0.06 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  79% 118797/150000 [9:21:56<10:20:20,  1.19s/it]G: 1.06 | D: 0.13 | GP: 0.05 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  79% 118847/150000 [9:22:53<9:45:58,  1.13s/it] G: 1.45 | D: 0.26 | GP: 0.12 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  79% 118896/150000 [9:23:50<9:47:56,  1.13s/it] G: 2.06 | D: 0.17 | GP: 0.05 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  79% 118943/150000 [9:24:45<9:48:22,  1.14s/it] G: 1.72 | D: 0.45 | GP: 0.01 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  79% 118992/150000 [9:25:41<9:42:32,  1.13s/it] G: 1.55 | D: 0.98 | GP: 0.19 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  79% 119049/150000 [9:26:52<10:29:26,  1.22s/it]G: 1.63 | D: 0.29 | GP: 0.13 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  79% 119098/150000 [9:27:47<9:59:28,  1.16s/it]G: 1.86 | D: 0.23 | GP: 0.14 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  79% 119147/150000 [9:28:45<9:52:08,  1.15s/it] G: 1.41 | D: 0.25 | GP: 0.12 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  79% 119197/150000 [9:29:43<9:59:52,  1.17s/it]G: 1.50 | D: 0.09 | GP: 0.55 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  79% 119245/150000 [9:30:39<10:07:54,  1.19s/it]G: 1.06 | D: 0.47 | GP: 0.18 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  80% 119295/150000 [9:31:36<9:36:03,  1.13s/it]G: 1.28 | D: 0.15 | GP: 0.05 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  80% 119344/150000 [9:32:32<9:33:10,  1.12s/it]G: 1.47 | D: 0.24 | GP: 0.40 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  80% 119393/150000 [9:33:31<10:09:45,  1.20s/it]G: 1.89 | D: 0.10 | GP: 0.21 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  80% 119443/150000 [9:34:27<9:42:33,  1.14s/it] G: 1.35 | D: 0.10 | GP: 0.12 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  80% 119491/150000 [9:35:24<9:55:09,  1.17s/it]G: 1.72 | D: 0.17 | GP: 0.12 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  80% 119541/150000 [9:36:22<9:54:14,  1.17s/it]G: 1.58 | D: 0.20 | GP: 0.07 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  80% 119600/150000 [9:37:30<9:37:55,  1.14s/it]G: 1.47 | D: 0.20 | GP: 0.06 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  80% 119648/150000 [9:38:25<9:28:15,  1.12s/it]G: 1.73 | D: 0.20 | GP: 0.09 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  80% 119697/150000 [9:39:24<10:00:15,  1.19s/it]G: 1.84 | D: 0.26 | GP: 0.09 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  80% 119746/150000 [9:40:21<9:56:35,  1.18s/it]G: 1.74 | D: 0.27 | GP: 0.53 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  80% 119796/150000 [9:41:17<9:32:55,  1.14s/it]G: 1.66 | D: 0.49 | GP: 0.17 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  80% 119845/150000 [9:42:16<10:03:00,  1.20s/it]G: 1.43 | D: 0.09 | GP: 0.01 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  80% 119893/150000 [9:43:11<9:53:32,  1.18s/it]G: 1.15 | D: 0.20 | GP: 0.02 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  80% 119942/150000 [9:44:08<9:51:05,  1.18s/it]G: 1.49 | D: 0.33 | GP: 0.05 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  80% 119999/150000 [9:45:13<9:25:02,  1.13s/it]G: 1.09 | D: 0.20 | GP: 0.05 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  80% 120047/150000 [9:46:13<9:46:08,  1.17s/it] G: 1.07 | D: 0.36 | GP: 0.11 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  80% 120096/150000 [9:47:08<9:19:32,  1.12s/it]G: 1.07 | D: 0.35 | GP: 0.13 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  80% 120144/150000 [9:48:05<9:26:45,  1.14s/it]G: 2.44 | D: 0.19 | GP: 0.18 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  80% 120193/150000 [9:49:04<9:56:57,  1.20s/it]G: 1.69 | D: 0.24 | GP: 0.57 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  80% 120243/150000 [9:50:00<9:27:28,  1.14s/it]G: 2.61 | D: 0.47 | GP: 0.12 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  80% 120291/150000 [9:50:57<9:37:51,  1.17s/it]G: 1.66 | D: 0.14 | GP: 0.06 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  80% 120341/150000 [9:51:55<9:40:27,  1.17s/it]G: 1.02 | D: 0.27 | GP: 0.61 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  80% 120400/150000 [9:53:02<9:18:20,  1.13s/it]G: 1.42 | D: 0.17 | GP: 0.13 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  80% 120449/150000 [9:54:01<9:50:27,  1.20s/it]G: 1.73 | D: 0.20 | GP: 0.08 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  80% 120499/150000 [9:54:58<9:21:41,  1.14s/it]G: 2.00 | D: 0.27 | GP: 0.09 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  80% 120547/150000 [9:55:54<9:36:50,  1.18s/it]G: 1.23 | D: 0.16 | GP: 0.19 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  80% 120597/150000 [9:56:53<9:35:26,  1.17s/it]G: 1.85 | D: 0.25 | GP: 0.21 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  80% 120646/150000 [9:57:50<9:36:36,  1.18s/it]G: 1.67 | D: 0.21 | GP: 0.05 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  80% 120693/150000 [9:58:45<9:36:47,  1.18s/it]G: 1.46 | D: 0.16 | GP: 0.03 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  80% 120742/150000 [9:59:42<9:31:50,  1.17s/it]G: 1.80 | D: 0.11 | GP: 0.06 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  81% 120791/150000 [10:00:50<9:17:47,  1.15s/it]G: 0.89 | D: 0.24 | GP: 0.90 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  81% 120841/150000 [10:01:37<9:39:20,  1.19s/it]G: 2.04 | D: 0.37 | GP: 0.03 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  81% 120899/150000 [10:02:44<9:28:38,  1.17s/it]G: 1.94 | D: 0.30 | GP: 0.20 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  81% 120949/150000 [10:03:42<9:26:06,  1.17s/it]G: 1.24 | D: 0.27 | GP: 0.18 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  81% 120998/150000 [10:04:39<9:29:42,  1.18s/it]G: 1.72 | D: 0.23 | GP: 0.36 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  81% 121046/150000 [10:05:37<9:31:56,  1.19s/it]G: 1.18 | D: 0.29 | GP: 0.49 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  81% 121095/150000 [10:06:34<9:28:22,  1.18s/it]G: 1.30 | D: 0.14 | GP: 1.41 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  81% 121145/150000 [10:07:33<9:23:35,  1.17s/it]G: 1.10 | D: 0.24 | GP: 0.89 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  81% 121194/150000 [10:08:30<9:28:53,  1.18s/it]G: 1.69 | D: 0.25 | GP: 0.18 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  81% 121250/150000 [10:09:35<9:25:12,  1.18s/it]G: 2.94 | D: 0.25 | GP: 0.09 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  81% 121299/150000 [10:10:31<9:15:05,  1.16s/it]G: 1.50 | D: 0.28 | GP: 0.20 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  81% 121347/150000 [10:11:27<9:18:16,  1.17s/it]G: 1.38 | D: 0.20 | GP: 0.12 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  81% 121397/150000 [10:12:26<9:16:42,  1.17s/it]G: 1.21 | D: 0.25 | GP: 0.08 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  81% 121446/150000 [10:13:22<9:17:41,  1.17s/it]G: 2.18 | D: 0.21 | GP: 0.32 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  81% 121495/150000 [10:14:18<9:01:40,  1.14s/it]G: 1.58 | D: 0.23 | GP: 0.06 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  81% 121545/150000 [10:15:18<9:21:33,  1.18s/it]G: 0.97 | D: 0.10 | GP: 0.13 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  81% 121594/150000 [10:16:13<9:07:53,  1.16s/it]G: 2.01 | D: 0.22 | GP: 0.06 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  81% 121643/150000 [10:17:11<9:02:41,  1.15s/it]G: 1.70 | D: 0.20 | GP: 0.11 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  81% 121693/150000 [10:18:09<9:09:09,  1.16s/it]G: 1.82 | D: 0.31 | GP: 0.11 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  81% 121749/150000 [10:19:14<9:13:49,  1.18s/it]G: 1.20 | D: 0.33 | GP: 0.19 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  81% 121797/150000 [10:20:11<9:22:08,  1.20s/it]G: 1.76 | D: 0.26 | GP: 0.49 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  81% 121846/150000 [10:21:06<9:06:24,  1.16s/it]G: 1.02 | D: 0.39 | GP: 0.16 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  81% 121895/150000 [10:22:04<9:15:09,  1.19s/it]G: 2.24 | D: 0.53 | GP: 0.03 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  81% 121945/150000 [10:23:03<9:13:28,  1.18s/it]G: 2.23 | D: 0.10 | GP: 0.14 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  81% 121994/150000 [10:24:10<9:14:23,  1.19s/it]G: 1.64 | D: 0.22 | GP: 0.25 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  81% 122050/150000 [10:25:08<9:17:43,  1.20s/it]G: 1.95 | D: 0.28 | GP: 0.35 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  81% 122100/150000 [10:26:05<8:56:01,  1.15s/it]G: 1.60 | D: 0.22 | GP: 0.30 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  81% 122149/150000 [10:27:04<9:17:59,  1.20s/it]G: 1.99 | D: 0.26 | GP: 0.16 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  81% 122198/150000 [10:28:01<9:00:16,  1.17s/it]G: 1.68 | D: 0.13 | GP: 0.15 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  81% 122247/150000 [10:28:58<9:03:01,  1.17s/it]G: 0.95 | D: 0.32 | GP: 0.03 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  82% 122295/150000 [10:29:53<8:48:05,  1.14s/it]G: 1.99 | D: 0.19 | GP: 0.09 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  82% 122345/150000 [10:30:52<9:07:51,  1.19s/it]G: 1.31 | D: 0.19 | GP: 0.36 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  82% 122394/150000 [10:31:48<8:54:38,  1.16s/it]G: 1.48 | D: 0.25 | GP: 0.61 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  82% 122443/150000 [10:32:46<8:48:35,  1.15s/it]G: 2.11 | D: 0.18 | GP: 0.06 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  82% 122493/150000 [10:33:44<8:56:02,  1.17s/it]G: 1.87 | D: 0.18 | GP: 0.06 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  82% 122541/150000 [10:34:41<9:03:04,  1.19s/it]G: 1.55 | D: 0.10 | GP: 0.07 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  82% 122591/150000 [10:35:37<8:35:30,  1.13s/it]G: 1.63 | D: 0.38 | GP: 0.22 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  82% 122650/150000 [10:36:46<8:50:05,  1.16s/it]G: 1.43 | D: 0.44 | GP: 0.23 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  82% 122699/150000 [10:37:43<8:44:57,  1.15s/it]G: 1.31 | D: 0.31 | GP: 0.10 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  82% 122749/150000 [10:38:42<8:52:00,  1.17s/it]G: 1.34 | D: 0.13 | GP: 0.07 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  82% 122797/150000 [10:39:39<8:59:10,  1.19s/it]G: 1.67 | D: 0.25 | GP: 0.03 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  82% 122847/150000 [10:40:35<8:30:27,  1.13s/it]G: 1.82 | D: 0.30 | GP: 0.24 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  82% 122896/150000 [10:41:32<8:31:18,  1.13s/it]G: 1.67 | D: 0.28 | GP: 0.12 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  82% 122945/150000 [10:42:31<9:01:07,  1.20s/it]G: 1.42 | D: 0.38 | GP: 0.30 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  82% 122995/150000 [10:43:28<8:35:56,  1.15s/it]G: 1.82 | D: 0.14 | GP: 0.07 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  82% 123042/150000 [10:44:27<9:03:11,  1.21s/it]G: 1.62 | D: 0.19 | GP: 0.18 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  82% 123091/150000 [10:45:23<8:42:56,  1.17s/it]G: 0.78 | D: 0.16 | GP: 0.01 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  82% 123149/150000 [10:46:32<8:57:31,  1.20s/it]G: 1.94 | D: 0.24 | GP: 0.10 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  82% 123199/150000 [10:47:30<8:31:00,  1.14s/it]G: 1.63 | D: 0.34 | GP: 0.24 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  82% 123247/150000 [10:48:27<8:39:02,  1.16s/it]G: 2.12 | D: 0.41 | GP: 0.01 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  82% 123295/150000 [10:49:23<8:34:52,  1.16s/it]G: 1.18 | D: 0.20 | GP: 0.28 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  82% 123344/150000 [10:50:21<8:31:24,  1.15s/it]G: 1.74 | D: 0.21 | GP: 0.14 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  82% 123393/150000 [10:51:20<8:59:36,  1.22s/it]G: 1.27 | D: 0.11 | GP: 0.08 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  82% 123443/150000 [10:52:18<8:35:26,  1.16s/it]G: 1.51 | D: 0.14 | GP: 0.54 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  82% 123491/150000 [10:53:15<8:43:52,  1.19s/it]G: 1.72 | D: 0.17 | GP: 0.18 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  82% 123541/150000 [10:54:15<8:44:34,  1.19s/it]G: 0.92 | D: 0.26 | GP: 0.12 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  82% 123600/150000 [10:55:23<8:22:46,  1.14s/it]G: 0.75 | D: 0.18 | GP: 0.26 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  82% 123649/150000 [10:56:22<8:49:37,  1.21s/it]G: 0.77 | D: 0.30 | GP: 0.03 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  82% 123698/150000 [10:57:19<8:38:15,  1.18s/it]G: 2.04 | D: 0.21 | GP: 0.06 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  82% 123746/150000 [10:58:16<8:44:09,  1.20s/it]G: 2.02 | D: 0.15 | GP: 0.06 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  83% 123795/150000 [10:59:13<8:33:31,  1.18s/it]G: 1.33 | D: 0.26 | GP: 0.24 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  83% 123842/150000 [11:00:10<8:42:49,  1.20s/it]G: 1.72 | D: 0.08 | GP: 0.12 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  83% 123891/150000 [11:01:07<8:27:48,  1.17s/it]G: 1.40 | D: 0.49 | GP: 0.14 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  83% 123947/150000 [11:02:13<8:29:29,  1.17s/it]G: 1.25 | D: 0.15 | GP: 0.38 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  83% 123997/150000 [11:03:13<8:37:26,  1.19s/it]G: 1.28 | D: 0.24 | GP: 0.39 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  83% 124043/150000 [11:04:10<8:34:27,  1.19s/it]G: 1.56 | D: 0.17 | GP: 0.29 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  83% 124093/150000 [11:05:09<8:33:14,  1.19s/it]G: 1.68 | D: 0.24 | GP: 0.34 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  83% 124149/150000 [11:06:16<8:38:53,  1.20s/it]G: 1.62 | D: 0.17 | GP: 0.06 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  83% 124196/150000 [11:07:12<8:31:02,  1.19s/it]G: 1.63 | D: 0.16 | GP: 0.10 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  83% 124244/150000 [11:08:09<8:22:15,  1.17s/it]G: 1.31 | D: 0.24 | GP: 0.06 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  83% 124299/150000 [11:09:15<8:24:04,  1.18s/it]G: 1.44 | D: 0.23 | GP: 0.07 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  83% 124347/150000 [11:10:12<8:18:28,  1.17s/it]G: 1.67 | D: 0.23 | GP: 0.22 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  83% 124394/150000 [11:11:10<8:31:50,  1.20s/it]G: 1.34 | D: 0.31 | GP: 0.47 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  83% 124449/150000 [11:12:16<8:45:15,  1.23s/it]G: 1.77 | D: 0.25 | GP: 0.07 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  83% 124497/150000 [11:13:13<8:34:52,  1.21s/it]G: 1.29 | D: 0.17 | GP: 0.16 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  83% 124545/150000 [11:14:11<8:38:37,  1.22s/it]G: 1.25 | D: 0.31 | GP: 0.68 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  83% 124594/150000 [11:15:08<8:23:00,  1.19s/it]G: 1.68 | D: 0.27 | GP: 0.14 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  83% 124641/150000 [11:16:05<8:37:51,  1.23s/it]G: 1.44 | D: 0.26 | GP: 0.18 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  83% 124699/150000 [11:17:12<8:08:31,  1.16s/it]G: 2.02 | D: 0.24 | GP: 0.65 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  83% 124748/150000 [11:18:10<8:05:05,  1.15s/it]G: 1.71 | D: 0.33 | GP: 1.65 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  83% 124797/150000 [11:19:09<8:19:00,  1.19s/it]G: -0.49 | D: 0.35 | GP: 0.24 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  83% 124844/150000 [11:20:03<8:00:25,  1.15s/it]G: 0.84 | D: 0.28 | GP: 0.17 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  83% 124893/150000 [11:21:02<8:22:07,  1.20s/it]G: 1.24 | D: 0.38 | GP: 0.36 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  83% 124950/150000 [11:22:09<8:13:55,  1.18s/it]G: 1.74 | D: 0.37 | GP: 0.17 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  83% 124998/150000 [11:23:06<8:26:04,  1.21s/it]G: 1.37 | D: 0.22 | GP: 0.68 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  83% 125045/150000 [11:24:05<8:31:16,  1.23s/it]G: 1.01 | D: 0.34 | GP: 0.06 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  83% 125093/150000 [11:25:03<8:30:00,  1.23s/it]G: 0.72 | D: 0.30 | GP: 0.07 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  83% 125141/150000 [11:25:59<8:13:38,  1.19s/it]G: 0.92 | D: 0.37 | GP: 0.28 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  83% 125199/150000 [11:27:07<8:00:15,  1.16s/it]G: 1.80 | D: 0.19 | GP: 0.18 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  83% 125246/150000 [11:28:03<8:04:04,  1.17s/it]G: 1.35 | D: 0.25 | GP: 0.07 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  84% 125293/150000 [11:29:00<8:17:13,  1.21s/it]G: 1.49 | D: 0.25 | GP: 0.02 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  84% 125349/150000 [11:30:07<8:24:06,  1.23s/it]G: 1.70 | D: 0.22 | GP: 0.25 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  84% 125398/150000 [11:31:03<8:05:19,  1.18s/it]G: 1.25 | D: 0.22 | GP: 0.06 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  84% 125445/150000 [11:32:00<8:19:59,  1.22s/it]G: 1.68 | D: 0.24 | GP: 0.02 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  84% 125493/150000 [11:32:56<8:06:22,  1.19s/it]G: 1.70 | D: 0.10 | GP: 0.07 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  84% 125542/150000 [11:33:54<8:08:54,  1.20s/it]G: 2.79 | D: 0.16 | GP: 0.07 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  84% 125600/150000 [11:35:01<7:46:28,  1.15s/it]G: 1.49 | D: 0.07 | GP: 0.15 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  84% 125649/150000 [11:36:01<8:10:57,  1.21s/it]G: 2.22 | D: 0.09 | GP: 0.06 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  84% 125697/150000 [11:36:59<8:14:27,  1.22s/it]G: 1.98 | D: 0.37 | GP: 0.08 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  84% 125747/150000 [11:37:56<7:49:41,  1.16s/it]G: 2.22 | D: 0.54 | GP: 0.08 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  84% 125793/150000 [11:38:52<8:14:03,  1.22s/it]G: 1.65 | D: 0.21 | GP: 0.05 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  84% 125843/150000 [11:39:49<7:47:04,  1.16s/it]G: 1.00 | D: 0.32 | GP: 1.05 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  84% 125899/150000 [11:40:56<7:48:23,  1.17s/it]G: 2.01 | D: 0.26 | GP: 0.19 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  84% 125949/150000 [11:41:55<7:55:50,  1.19s/it]G: 1.48 | D: 0.07 | GP: 0.10 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  84% 125997/150000 [11:42:53<8:02:43,  1.21s/it]G: 2.41 | D: 0.24 | GP: 0.03 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  84% 126043/150000 [11:43:48<7:50:21,  1.18s/it]G: 1.10 | D: 0.26 | GP: 0.09 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  84% 126092/150000 [11:44:46<7:39:51,  1.15s/it]G: 2.02 | D: 0.17 | GP: 0.23 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  84% 126148/150000 [11:45:54<7:59:32,  1.21s/it]G: 2.82 | D: 0.20 | GP: 0.13 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  84% 126193/150000 [11:46:50<8:11:35,  1.24s/it]G: 1.96 | D: 0.29 | GP: 0.04 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  84% 126249/150000 [11:47:57<8:09:14,  1.24s/it]G: 1.44 | D: 0.20 | GP: 0.18 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  84% 126297/150000 [11:48:54<8:00:17,  1.22s/it]G: 1.70 | D: 0.11 | GP: 0.05 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  84% 126350/150000 [11:49:58<8:01:19,  1.22s/it]G: 1.27 | D: 0.30 | GP: 0.05 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  84% 126397/150000 [11:50:55<7:58:08,  1.22s/it]G: 2.22 | D: 0.25 | GP: 0.07 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  84% 126450/150000 [11:51:59<7:54:52,  1.21s/it]G: 3.02 | D: 0.42 | GP: 0.15 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  84% 126497/150000 [11:52:56<8:06:21,  1.24s/it]G: 1.98 | D: 0.35 | GP: 0.14 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  84% 126542/150000 [11:53:49<7:47:25,  1.20s/it]G: 1.59 | D: 0.10 | GP: 0.50 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  84% 126597/150000 [11:54:57<8:10:37,  1.26s/it]G: 1.04 | D: 0.32 | GP: 0.02 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  84% 126644/150000 [11:55:51<7:32:22,  1.16s/it]G: 1.71 | D: 0.16 | GP: 0.27 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  84% 126700/150000 [11:56:59<7:38:08,  1.18s/it]G: 1.63 | D: 0.22 | GP: 0.76 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  84% 126747/150000 [11:57:55<7:37:12,  1.18s/it]G: 1.67 | D: 0.08 | GP: 0.05 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  85% 126795/150000 [11:58:53<7:41:39,  1.19s/it]G: 1.17 | D: 0.23 | GP: 0.81 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  85% 126842/150000 [12:00:01<7:39:50,  1.19s/it]G: 1.84 | D: 0.09 | GP: 0.03 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  85% 126900/150000 [12:00:59<7:25:54,  1.16s/it]G: 1.78 | D: 0.19 | GP: 0.03 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  85% 126946/150000 [12:01:56<7:50:50,  1.23s/it]G: 0.86 | D: 0.13 | GP: 0.07 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  85% 126991/150000 [12:03:01<7:35:46,  1.19s/it]G: 1.36 | D: 0.29 | GP: 0.18 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  85% 127045/150000 [12:03:58<7:57:59,  1.25s/it]G: 1.64 | D: 0.14 | GP: 0.08 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  85% 127092/150000 [12:04:53<7:24:42,  1.16s/it]G: 1.72 | D: 0.25 | GP: 0.42 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  85% 127147/150000 [12:05:59<7:36:15,  1.20s/it]G: 1.69 | D: 0.15 | GP: 0.15 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  85% 127193/150000 [12:06:55<7:39:49,  1.21s/it]G: 0.69 | D: 0.44 | GP: 0.05 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  85% 127248/150000 [12:08:00<7:24:02,  1.17s/it]G: 1.77 | D: 0.32 | GP: 0.06 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  85% 127292/150000 [12:08:53<7:23:08,  1.17s/it]G: 1.54 | D: 0.32 | GP: 0.08 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  85% 127347/150000 [12:10:00<7:27:57,  1.19s/it]G: 0.79 | D: 0.20 | GP: 0.16 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  85% 127400/150000 [12:11:04<7:32:32,  1.20s/it]G: 1.62 | D: 0.14 | GP: 0.09 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  85% 127445/150000 [12:12:00<7:46:16,  1.24s/it]G: 1.63 | D: 0.28 | GP: 0.06 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  85% 127498/150000 [12:13:04<7:36:10,  1.22s/it]G: 1.39 | D: 0.09 | GP: 0.18 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  85% 127543/150000 [12:13:58<7:28:50,  1.20s/it]G: 1.72 | D: 0.11 | GP: 0.13 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  85% 127597/150000 [12:15:05<7:46:42,  1.25s/it]G: 1.79 | D: 0.22 | GP: 1.99 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  85% 127642/150000 [12:15:59<7:29:12,  1.21s/it]G: 1.50 | D: 0.27 | GP: 0.24 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  85% 127697/150000 [12:17:06<7:35:36,  1.23s/it]G: 1.47 | D: 0.22 | GP: 0.05 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  85% 127745/150000 [12:18:04<7:35:50,  1.23s/it]G: 1.51 | D: 0.36 | GP: 0.21 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  85% 127794/150000 [12:19:01<7:21:55,  1.19s/it]G: 1.53 | D: 0.11 | GP: 0.61 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  85% 127850/150000 [12:20:09<7:33:41,  1.23s/it]G: 1.40 | D: 0.24 | GP: 0.19 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  85% 127897/150000 [12:21:06<7:30:32,  1.22s/it]G: 2.18 | D: 0.50 | GP: 0.11 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  85% 127950/150000 [12:22:10<7:29:54,  1.22s/it]G: 1.89 | D: 0.23 | GP: 0.16 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  85% 127995/150000 [12:23:03<7:14:20,  1.18s/it]G: 1.86 | D: 0.18 | GP: 0.12 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  85% 128049/150000 [12:24:13<7:40:34,  1.26s/it]G: 2.10 | D: 0.32 | GP: 0.03 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  85% 128094/150000 [12:25:08<7:24:30,  1.22s/it]G: 1.60 | D: 0.20 | GP: 0.20 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  85% 128148/150000 [12:26:12<7:06:18,  1.17s/it]G: 1.43 | D: 0.07 | GP: 0.07 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  85% 128193/150000 [12:27:09<7:33:08,  1.25s/it]G: 1.38 | D: 0.14 | GP: 0.24 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  85% 128249/150000 [12:28:16<7:28:37,  1.24s/it]G: 1.87 | D: 0.31 | GP: 0.19 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  86% 128293/150000 [12:29:11<7:41:42,  1.28s/it]G: 1.80 | D: 0.39 | GP: 0.10 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  86% 128347/150000 [12:30:14<7:08:47,  1.19s/it]G: 1.51 | D: 0.17 | GP: 0.03 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  86% 128392/150000 [12:31:21<7:10:36,  1.20s/it]G: 0.09 | D: 0.20 | GP: 0.27 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  86% 128447/150000 [12:32:15<7:05:36,  1.18s/it]G: 1.81 | D: 0.31 | GP: 0.37 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  86% 128495/150000 [12:33:14<7:06:25,  1.19s/it]G: 1.22 | D: 0.18 | GP: 0.02 | PL: 0.66\n",
            "cars_all<train_images2/cars_all>:  86% 128549/150000 [12:34:21<7:29:33,  1.26s/it]G: 1.21 | D: 0.66 | GP: 0.02 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  86% 128595/150000 [12:35:14<7:01:01,  1.18s/it]G: 1.57 | D: 0.42 | GP: 0.45 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  86% 128650/150000 [12:36:22<7:10:29,  1.21s/it]G: 1.80 | D: 0.20 | GP: 0.08 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  86% 128695/150000 [12:37:16<7:01:17,  1.19s/it]G: 1.28 | D: 0.22 | GP: 0.11 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  86% 128749/150000 [12:38:23<7:21:46,  1.25s/it]G: 1.38 | D: 0.23 | GP: 0.17 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  86% 128795/150000 [12:39:16<6:59:11,  1.19s/it]G: 0.93 | D: 0.25 | GP: 0.17 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  86% 128843/150000 [12:40:15<7:01:18,  1.19s/it]G: 1.18 | D: 0.13 | GP: 0.05 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  86% 128896/150000 [12:41:18<6:51:40,  1.17s/it]G: 1.49 | D: 0.54 | GP: 0.09 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  86% 128942/150000 [12:42:15<7:05:38,  1.21s/it]G: 1.93 | D: 0.24 | GP: 0.27 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  86% 128999/150000 [12:43:24<6:58:37,  1.20s/it]G: 1.86 | D: 0.34 | GP: 0.11 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  86% 129044/150000 [12:44:20<6:55:10,  1.19s/it]G: 1.19 | D: 0.27 | GP: 0.08 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  86% 129099/150000 [12:45:27<6:59:31,  1.20s/it]G: 0.91 | D: 0.13 | GP: 0.05 | PL: 0.65\n",
            "cars_all<train_images2/cars_all>:  86% 129143/150000 [12:46:20<6:52:10,  1.19s/it]G: 1.46 | D: 0.29 | GP: 0.13 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  86% 129199/150000 [12:47:28<6:57:55,  1.21s/it]G: 2.38 | D: 0.24 | GP: 0.04 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  86% 129245/150000 [12:48:25<7:01:35,  1.22s/it]G: 1.42 | D: 0.22 | GP: 0.07 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  86% 129298/150000 [12:49:29<6:59:40,  1.22s/it]G: 1.77 | D: 0.25 | GP: 0.26 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  86% 129345/150000 [12:50:27<7:10:42,  1.25s/it]G: 1.01 | D: 0.13 | GP: 0.02 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  86% 129400/150000 [12:51:31<6:42:29,  1.17s/it]G: 1.44 | D: 0.21 | GP: 0.02 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  86% 129449/150000 [12:52:32<7:10:09,  1.26s/it]G: 2.29 | D: 0.12 | GP: 0.07 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  86% 129495/150000 [12:53:26<6:43:04,  1.18s/it]G: 1.14 | D: 0.25 | GP: 0.11 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  86% 129549/150000 [12:54:32<7:04:55,  1.25s/it]G: 1.08 | D: 0.25 | GP: 0.09 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  86% 129598/150000 [12:55:30<6:43:32,  1.19s/it]G: 1.53 | D: 0.36 | GP: 0.72 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  86% 129643/150000 [12:56:25<6:48:08,  1.20s/it]G: 1.42 | D: 0.28 | GP: 0.27 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  86% 129696/150000 [12:57:28<6:39:24,  1.18s/it]G: 1.47 | D: 0.16 | GP: 0.09 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  86% 129750/150000 [12:58:35<6:48:15,  1.21s/it]G: -0.18 | D: 0.27 | GP: 0.63 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  87% 129795/150000 [12:59:30<6:48:15,  1.21s/it]G: 1.52 | D: 0.16 | GP: 0.04 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  87% 129849/150000 [13:00:36<6:55:54,  1.24s/it]G: 1.65 | D: 0.40 | GP: 0.10 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  87% 129893/150000 [13:01:30<7:02:04,  1.26s/it]G: 2.10 | D: 0.21 | GP: 0.01 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  87% 129948/150000 [13:02:34<6:28:54,  1.16s/it]G: 3.02 | D: 0.29 | GP: 0.12 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  87% 129994/150000 [13:03:31<6:45:23,  1.22s/it]G: 1.29 | D: 0.10 | GP: 0.02 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  87% 130049/150000 [13:04:42<7:03:14,  1.27s/it]G: 1.93 | D: 0.11 | GP: 0.04 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  87% 130095/150000 [13:05:36<6:37:43,  1.20s/it]G: 1.61 | D: 0.10 | GP: 0.09 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  87% 130149/150000 [13:06:43<6:55:34,  1.26s/it]G: 1.74 | D: 0.24 | GP: 0.17 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  87% 130195/150000 [13:07:37<6:36:08,  1.20s/it]G: 1.98 | D: 0.13 | GP: 0.18 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  87% 130242/150000 [13:08:35<6:44:23,  1.23s/it]G: 1.90 | D: 0.26 | GP: 0.22 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  87% 130296/150000 [13:09:38<6:24:00,  1.17s/it]G: 1.57 | D: 0.26 | GP: 0.30 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  87% 130343/150000 [13:10:36<6:34:31,  1.20s/it]G: 1.94 | D: 0.16 | GP: 0.03 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  87% 130393/150000 [13:11:36<6:36:35,  1.21s/it]G: 1.34 | D: 0.23 | GP: 0.15 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  87% 130446/150000 [13:12:40<6:37:00,  1.22s/it]G: 2.07 | D: 0.26 | GP: 0.07 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  87% 130499/150000 [13:13:44<6:35:27,  1.22s/it]G: 2.14 | D: 0.19 | GP: 0.06 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  87% 130544/150000 [13:14:37<6:22:01,  1.18s/it]G: 1.44 | D: 0.20 | GP: 0.04 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  87% 130596/150000 [13:15:41<6:31:04,  1.21s/it]G: 2.02 | D: 0.35 | GP: 0.19 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  87% 130641/150000 [13:16:36<6:41:40,  1.24s/it]G: 1.64 | D: 0.22 | GP: 0.06 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  87% 130699/150000 [13:17:45<6:21:52,  1.19s/it]G: 1.84 | D: 0.24 | GP: 0.04 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  87% 130748/150000 [13:18:43<6:12:01,  1.16s/it]G: 1.52 | D: 0.18 | GP: 0.05 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  87% 130796/150000 [13:19:41<6:17:01,  1.18s/it]G: 1.92 | D: 0.57 | GP: 0.21 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  87% 130846/150000 [13:20:41<6:21:46,  1.20s/it]G: 1.33 | D: 0.17 | GP: 0.22 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  87% 130892/150000 [13:21:35<6:12:17,  1.17s/it]G: 1.41 | D: 0.35 | GP: 0.08 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  87% 130950/150000 [13:22:45<6:20:47,  1.20s/it]G: 1.20 | D: 0.21 | GP: 0.04 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  87% 130999/150000 [13:23:42<6:07:23,  1.16s/it]G: 1.33 | D: 0.20 | GP: 0.19 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  87% 131049/150000 [13:24:45<6:26:08,  1.22s/it]G: 2.26 | D: 0.53 | GP: 0.33 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  87% 131098/150000 [13:25:41<6:10:41,  1.18s/it]G: 2.17 | D: 0.73 | GP: 0.28 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  87% 131147/150000 [13:26:39<6:05:32,  1.16s/it]G: 1.73 | D: 0.33 | GP: 0.26 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  87% 131197/150000 [13:27:38<6:13:40,  1.19s/it]G: 1.30 | D: 0.18 | GP: 0.72 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  87% 131244/150000 [13:28:33<6:00:49,  1.15s/it]G: 1.77 | D: 0.56 | GP: 0.39 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  88% 131293/150000 [13:29:32<6:16:38,  1.21s/it]G: 1.40 | D: 0.26 | GP: 0.12 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  88% 131349/150000 [13:30:39<6:14:08,  1.20s/it]G: 2.09 | D: 0.09 | GP: 0.21 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  88% 131397/150000 [13:31:36<6:19:05,  1.22s/it]G: 1.55 | D: 0.27 | GP: 0.61 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  88% 131446/150000 [13:32:33<6:06:40,  1.19s/it]G: 1.49 | D: 0.30 | GP: 0.08 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  88% 131494/150000 [13:33:31<6:16:47,  1.22s/it]G: 1.86 | D: 0.30 | GP: 0.15 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  88% 131543/150000 [13:34:28<5:57:43,  1.16s/it]G: 1.65 | D: 0.20 | GP: 0.87 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  88% 131593/150000 [13:35:28<6:13:23,  1.22s/it]G: 1.29 | D: 0.20 | GP: 0.18 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  88% 131650/150000 [13:36:36<6:11:44,  1.22s/it]G: 2.53 | D: 0.39 | GP: 0.04 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  88% 131699/150000 [13:37:33<6:01:33,  1.19s/it]G: 0.82 | D: 0.21 | GP: 0.30 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  88% 131746/150000 [13:38:30<6:07:33,  1.21s/it]G: 1.14 | D: 0.72 | GP: 0.27 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  88% 131795/150000 [13:39:27<5:55:25,  1.17s/it]G: 1.10 | D: 0.33 | GP: 0.12 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  88% 131850/150000 [13:40:34<6:01:05,  1.19s/it]G: 1.92 | D: 0.19 | GP: 0.19 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  88% 131898/150000 [13:41:30<6:02:15,  1.20s/it]G: 1.64 | D: 0.14 | GP: 0.20 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  88% 131944/150000 [13:42:25<5:56:39,  1.19s/it]G: 1.89 | D: 0.13 | GP: 0.62 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  88% 131993/150000 [13:43:24<6:01:25,  1.20s/it]G: 1.33 | D: 0.32 | GP: 0.24 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  88% 132047/150000 [13:44:31<5:58:24,  1.20s/it]G: 1.74 | D: 0.32 | GP: 0.20 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  88% 132095/150000 [13:45:27<5:46:53,  1.16s/it]G: 1.26 | D: 0.18 | GP: 0.08 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  88% 132142/150000 [13:46:25<5:55:31,  1.19s/it]G: 1.09 | D: 0.23 | GP: 0.84 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  88% 132191/150000 [13:47:22<5:44:18,  1.16s/it]G: 1.81 | D: 0.27 | GP: 0.13 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  88% 132249/150000 [13:48:32<6:01:06,  1.22s/it]G: 1.85 | D: 0.12 | GP: 0.23 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  88% 132297/150000 [13:49:30<6:01:17,  1.22s/it]G: 1.48 | D: 0.16 | GP: 0.39 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  88% 132345/150000 [13:50:27<5:53:05,  1.20s/it]G: 1.19 | D: 0.25 | GP: 0.15 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  88% 132399/150000 [13:51:31<5:44:32,  1.17s/it]G: 1.70 | D: 0.23 | GP: 0.01 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  88% 132447/150000 [13:52:28<5:41:04,  1.17s/it]G: 2.37 | D: 0.46 | GP: 0.06 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  88% 132494/150000 [13:53:25<5:48:12,  1.19s/it]G: 1.08 | D: 0.23 | GP: 0.83 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  88% 132549/150000 [13:54:31<5:56:53,  1.23s/it]G: 2.03 | D: 0.16 | GP: 0.04 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  88% 132597/150000 [13:55:28<5:49:17,  1.20s/it]G: 1.09 | D: 0.15 | GP: 0.06 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  88% 132646/150000 [13:56:26<5:47:55,  1.20s/it]G: 2.13 | D: 0.24 | GP: 0.02 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  88% 132693/150000 [13:57:22<5:48:57,  1.21s/it]G: 1.24 | D: 0.14 | GP: 0.14 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  88% 132747/150000 [13:58:27<5:45:19,  1.20s/it]G: 2.00 | D: 0.28 | GP: 0.09 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  89% 132793/150000 [13:59:24<5:53:03,  1.23s/it]G: 1.92 | D: 0.16 | GP: 0.23 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  89% 132846/150000 [14:00:28<5:50:44,  1.23s/it]G: 1.31 | D: 0.30 | GP: 0.02 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  89% 132892/150000 [14:01:22<5:33:35,  1.17s/it]G: 1.47 | D: 0.28 | GP: 0.06 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  89% 132949/150000 [14:02:32<5:46:12,  1.22s/it]G: 1.32 | D: 0.26 | GP: 0.55 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  89% 132997/150000 [14:03:30<5:47:52,  1.23s/it]G: 1.63 | D: 0.20 | GP: 0.02 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  89% 133044/150000 [14:04:27<5:36:55,  1.19s/it]G: 2.11 | D: 0.27 | GP: 0.13 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  89% 133099/150000 [14:05:34<5:36:54,  1.20s/it]G: 1.46 | D: 0.44 | GP: 0.08 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  89% 133147/150000 [14:06:31<5:27:59,  1.17s/it]G: 2.33 | D: 0.21 | GP: 0.78 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  89% 133192/150000 [14:07:25<5:31:17,  1.18s/it]G: 2.04 | D: 0.20 | GP: 0.14 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  89% 133247/150000 [14:08:30<5:27:55,  1.17s/it]G: 1.33 | D: 0.23 | GP: 0.10 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  89% 133292/150000 [14:09:25<5:32:22,  1.19s/it]G: 1.03 | D: 0.08 | GP: 0.16 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  89% 133345/150000 [14:10:32<5:51:09,  1.27s/it]G: 1.20 | D: 0.16 | GP: 0.23 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  89% 133394/150000 [14:11:30<5:32:22,  1.20s/it]G: 1.93 | D: 0.11 | GP: 0.09 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  89% 133450/150000 [14:12:37<5:31:31,  1.20s/it]G: 1.43 | D: 0.20 | GP: 0.12 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  89% 133498/150000 [14:13:34<5:30:22,  1.20s/it]G: 1.27 | D: 0.39 | GP: 0.25 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  89% 133543/150000 [14:14:28<5:27:17,  1.19s/it]G: 1.51 | D: 0.10 | GP: 0.38 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  89% 133600/150000 [14:15:35<5:13:51,  1.15s/it]G: 1.35 | D: 0.16 | GP: 0.18 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  89% 133647/150000 [14:16:33<5:24:52,  1.19s/it]G: 1.13 | D: 0.40 | GP: 0.49 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  89% 133695/150000 [14:17:29<5:15:39,  1.16s/it]G: 1.82 | D: 0.35 | GP: 0.05 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  89% 133742/150000 [14:18:26<5:22:47,  1.19s/it]G: 1.65 | D: 0.38 | GP: 0.23 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  89% 133800/150000 [14:19:35<5:20:15,  1.19s/it]G: 2.09 | D: 0.39 | GP: 0.05 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  89% 133845/150000 [14:20:30<5:29:14,  1.22s/it]G: 2.06 | D: 0.22 | GP: 0.20 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  89% 133893/150000 [14:21:28<5:31:19,  1.23s/it]G: 2.03 | D: 0.22 | GP: 0.03 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  89% 133941/150000 [14:22:24<5:23:59,  1.21s/it]G: 1.53 | D: 0.18 | GP: 0.14 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  89% 133999/150000 [14:23:33<5:14:38,  1.18s/it]G: 1.60 | D: 0.15 | GP: 0.10 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  89% 134046/150000 [14:24:32<5:18:46,  1.20s/it]G: 2.05 | D: 0.16 | GP: 0.05 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  89% 134095/150000 [14:25:30<5:12:48,  1.18s/it]G: 2.11 | D: 0.22 | GP: 0.44 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  89% 134150/150000 [14:26:37<5:23:21,  1.22s/it]G: 2.14 | D: 0.14 | GP: 0.01 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  89% 134197/150000 [14:27:33<5:20:36,  1.22s/it]G: 1.12 | D: 0.15 | GP: 0.07 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  89% 134243/150000 [14:28:28<5:13:46,  1.19s/it]G: 1.34 | D: 0.08 | GP: 0.21 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  90% 134293/150000 [14:29:28<5:13:27,  1.20s/it]G: 1.23 | D: 0.21 | GP: 0.07 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  90% 134349/150000 [14:30:35<5:15:31,  1.21s/it]G: 2.23 | D: 0.28 | GP: 0.24 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  90% 134399/150000 [14:31:33<5:02:10,  1.16s/it]G: 1.32 | D: 0.22 | GP: 0.08 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  90% 134447/150000 [14:32:32<5:07:08,  1.18s/it]G: 1.75 | D: 0.05 | GP: 0.19 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  90% 134492/150000 [14:33:25<5:01:54,  1.17s/it]G: 2.08 | D: 0.17 | GP: 0.29 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  90% 134546/150000 [14:34:32<5:12:49,  1.21s/it]G: 1.57 | D: 0.14 | GP: 0.66 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  90% 134593/150000 [14:35:30<5:21:04,  1.25s/it]G: 1.42 | D: 0.13 | GP: 0.05 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  90% 134648/150000 [14:36:34<4:58:20,  1.17s/it]G: 1.40 | D: 0.26 | GP: 0.55 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  90% 134698/150000 [14:37:35<5:10:58,  1.22s/it]G: 2.14 | D: 0.17 | GP: 0.01 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  90% 134745/150000 [14:38:31<5:06:20,  1.20s/it]G: 1.64 | D: 0.19 | GP: 0.09 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  90% 134793/150000 [14:39:28<5:09:13,  1.22s/it]G: 1.72 | D: 0.10 | GP: 0.10 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  90% 134848/150000 [14:40:32<4:52:14,  1.16s/it]G: 1.57 | D: 0.36 | GP: 0.11 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  90% 134894/150000 [14:41:29<5:02:56,  1.20s/it]G: 1.48 | D: 0.17 | GP: 0.04 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  90% 134949/150000 [14:42:36<5:11:31,  1.24s/it]G: 1.71 | D: 0.18 | GP: 0.04 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  90% 134997/150000 [14:43:33<5:01:11,  1.20s/it]G: 1.41 | D: 0.17 | GP: 0.01 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  90% 135041/150000 [14:44:29<5:13:56,  1.26s/it]G: 2.43 | D: 0.24 | GP: 0.08 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  90% 135100/150000 [14:45:37<4:45:51,  1.15s/it]G: 1.50 | D: 0.26 | GP: 0.15 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  90% 135147/150000 [14:46:35<4:57:53,  1.20s/it]G: 1.75 | D: 0.44 | GP: 0.30 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  90% 135200/150000 [14:47:38<4:48:57,  1.17s/it]G: 1.98 | D: 0.23 | GP: 0.22 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  90% 135245/150000 [14:48:34<5:02:32,  1.23s/it]G: 0.94 | D: 0.17 | GP: 0.24 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  90% 135295/150000 [14:49:32<4:44:36,  1.16s/it]G: 2.14 | D: 0.12 | GP: 0.15 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  90% 135342/150000 [14:50:29<4:53:00,  1.20s/it]G: 1.83 | D: 0.35 | GP: 0.13 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  90% 135396/150000 [14:51:34<4:52:07,  1.20s/it]G: 2.63 | D: 0.23 | GP: 0.02 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  90% 135450/150000 [14:52:40<4:52:34,  1.21s/it]G: 2.82 | D: 0.44 | GP: 0.14 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  90% 135495/150000 [14:53:35<4:52:49,  1.21s/it]G: 1.17 | D: 0.24 | GP: 0.44 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  90% 135541/150000 [14:54:41<4:53:26,  1.22s/it]G: 1.43 | D: 0.28 | GP: 0.21 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  90% 135599/150000 [14:55:40<4:45:58,  1.19s/it]G: 1.43 | D: 0.44 | GP: 0.04 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  90% 135646/150000 [14:56:37<4:49:03,  1.21s/it]G: 1.48 | D: 0.13 | GP: 0.21 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  90% 135699/150000 [14:57:42<4:44:41,  1.19s/it]G: 2.09 | D: 0.23 | GP: 0.34 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  90% 135744/150000 [14:58:35<4:38:12,  1.17s/it]G: 1.69 | D: 0.22 | GP: 0.11 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  91% 135799/150000 [14:59:43<4:42:24,  1.19s/it]G: 2.46 | D: 0.11 | GP: 0.19 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  91% 135845/150000 [15:00:40<4:53:38,  1.24s/it]G: 1.31 | D: 0.20 | GP: 0.05 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  91% 135898/150000 [15:01:43<4:45:32,  1.21s/it]G: 1.35 | D: 0.19 | GP: 0.15 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  91% 135945/150000 [15:02:41<4:51:16,  1.24s/it]G: 1.50 | D: 0.17 | GP: 0.07 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  91% 135999/150000 [15:03:45<4:36:28,  1.18s/it]G: 1.45 | D: 0.22 | GP: 0.26 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  91% 136044/150000 [15:04:43<4:44:23,  1.22s/it]G: 1.40 | D: 0.18 | GP: 0.03 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  91% 136097/150000 [15:05:49<4:51:14,  1.26s/it]G: 1.26 | D: 0.14 | GP: 0.05 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  91% 136142/150000 [15:06:43<4:42:35,  1.22s/it]G: 1.46 | D: 0.23 | GP: 0.09 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  91% 136197/150000 [15:07:50<4:47:58,  1.25s/it]G: 1.73 | D: 0.20 | GP: 0.16 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  91% 136241/150000 [15:08:43<4:49:06,  1.26s/it]G: 1.71 | D: 0.28 | GP: 0.02 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  91% 136298/150000 [15:09:51<4:36:18,  1.21s/it]G: 1.37 | D: 0.30 | GP: 1.30 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  91% 136343/150000 [15:10:45<4:32:06,  1.20s/it]G: 1.81 | D: 0.22 | GP: 0.08 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  91% 136397/150000 [15:11:52<4:43:15,  1.25s/it]G: 1.41 | D: 0.03 | GP: 0.06 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  91% 136442/150000 [15:12:46<4:33:02,  1.21s/it]G: 1.66 | D: 0.24 | GP: 0.09 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  91% 136496/150000 [15:13:51<4:29:23,  1.20s/it]G: 1.67 | D: 0.25 | GP: 1.62 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  91% 136549/150000 [15:14:57<4:41:40,  1.26s/it]G: 1.42 | D: 0.08 | GP: 0.16 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  91% 136594/150000 [15:15:50<4:30:45,  1.21s/it]G: 1.50 | D: 0.15 | GP: 0.18 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  91% 136647/150000 [15:16:55<4:32:53,  1.23s/it]G: 1.74 | D: 0.17 | GP: 0.21 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  91% 136700/150000 [15:17:58<4:20:08,  1.17s/it]G: 2.04 | D: 0.36 | GP: 0.04 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  91% 136745/150000 [15:18:55<4:38:22,  1.26s/it]G: 1.74 | D: 0.28 | GP: 0.06 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  91% 136799/150000 [15:19:59<4:20:28,  1.18s/it]G: 1.77 | D: 0.28 | GP: 0.20 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  91% 136844/150000 [15:20:54<4:21:12,  1.19s/it]G: 2.64 | D: 0.10 | GP: 0.04 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  91% 136897/150000 [15:22:00<4:34:56,  1.26s/it]G: 2.06 | D: 0.14 | GP: 0.10 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  91% 136950/150000 [15:23:04<4:25:42,  1.22s/it]G: 1.34 | D: 0.27 | GP: 0.22 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  91% 136997/150000 [15:24:01<4:29:41,  1.24s/it]G: 2.23 | D: 0.15 | GP: 0.06 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  91% 137049/150000 [15:25:07<4:29:02,  1.25s/it]G: 1.11 | D: 0.23 | GP: 0.23 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  91% 137093/150000 [15:26:01<4:30:45,  1.26s/it]G: 1.15 | D: 0.17 | GP: 0.04 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  91% 137149/150000 [15:27:07<4:18:59,  1.21s/it]G: 1.34 | D: 0.16 | GP: 0.04 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  91% 137193/150000 [15:28:02<4:29:34,  1.26s/it]G: 1.50 | D: 0.14 | GP: 0.08 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  91% 137247/150000 [15:29:06<4:12:42,  1.19s/it]G: 1.97 | D: 0.32 | GP: 0.27 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  92% 137292/150000 [15:30:11<4:13:07,  1.20s/it]G: 2.01 | D: 0.18 | GP: 0.19 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  92% 137345/150000 [15:31:07<4:27:26,  1.27s/it]G: 1.77 | D: 0.21 | GP: 0.01 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  92% 137399/150000 [15:32:11<4:09:20,  1.19s/it]G: 1.56 | D: 0.16 | GP: 0.04 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  92% 137445/150000 [15:33:08<4:20:44,  1.25s/it]G: 1.36 | D: 0.33 | GP: 0.34 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  92% 137500/150000 [15:34:12<4:02:45,  1.17s/it]G: 1.39 | D: 0.18 | GP: 0.12 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  92% 137545/150000 [15:35:09<4:22:41,  1.27s/it]G: 1.57 | D: 0.21 | GP: 0.08 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  92% 137599/150000 [15:36:13<4:05:39,  1.19s/it]G: 2.44 | D: 0.39 | GP: 0.06 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  92% 137644/150000 [15:37:08<4:06:38,  1.20s/it]G: 0.95 | D: 0.10 | GP: 0.21 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  92% 137697/150000 [15:38:15<4:21:28,  1.28s/it]G: 1.88 | D: 0.69 | GP: 0.04 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  92% 137742/150000 [15:39:09<4:11:01,  1.23s/it]G: 1.91 | D: 0.18 | GP: 0.07 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  92% 137796/150000 [15:40:14<4:04:52,  1.20s/it]G: 1.38 | D: 0.21 | GP: 0.05 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  92% 137850/150000 [15:41:19<4:05:15,  1.21s/it]G: 2.43 | D: 0.10 | GP: 0.09 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  92% 137895/150000 [15:42:14<4:05:21,  1.22s/it]G: 1.76 | D: 0.20 | GP: 0.00 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  92% 137948/150000 [15:43:17<3:54:21,  1.17s/it]G: 1.38 | D: 0.09 | GP: 0.09 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  92% 137992/150000 [15:44:11<4:02:03,  1.21s/it]G: 1.59 | D: 0.24 | GP: 0.04 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  92% 138046/150000 [15:45:19<4:02:38,  1.22s/it]G: 1.54 | D: 0.25 | GP: 0.09 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  92% 138094/150000 [15:46:18<3:59:37,  1.21s/it]G: 1.44 | D: 0.20 | GP: 0.18 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  92% 138148/150000 [15:47:22<3:56:38,  1.20s/it]G: 0.83 | D: 0.44 | GP: 0.07 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  92% 138196/150000 [15:48:20<3:49:12,  1.17s/it]G: 1.01 | D: 0.55 | GP: 0.44 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  92% 138242/150000 [15:49:16<3:57:20,  1.21s/it]G: 1.19 | D: 0.22 | GP: 0.03 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  92% 138299/150000 [15:50:23<3:51:48,  1.19s/it]G: 2.12 | D: 0.58 | GP: 0.16 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  92% 138347/150000 [15:51:21<3:50:59,  1.19s/it]G: 1.65 | D: 0.19 | GP: 0.28 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  92% 138397/150000 [15:52:21<3:52:41,  1.20s/it]G: 1.45 | D: 0.10 | GP: 0.05 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  92% 138443/150000 [15:53:16<3:47:17,  1.18s/it]G: 1.80 | D: 0.33 | GP: 0.06 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  92% 138497/150000 [15:54:22<3:58:24,  1.24s/it]G: 2.10 | D: 0.45 | GP: 0.06 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  92% 138547/150000 [15:55:20<3:43:36,  1.17s/it]G: 2.11 | D: 0.72 | GP: 0.13 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  92% 138593/150000 [15:56:17<3:55:54,  1.24s/it]G: 0.95 | D: 0.20 | GP: 0.09 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  92% 138650/150000 [15:57:24<3:46:03,  1.19s/it]G: 2.01 | D: 0.18 | GP: 0.02 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  92% 138696/150000 [15:58:19<3:43:48,  1.19s/it]G: 1.86 | D: 0.23 | GP: 0.08 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  92% 138743/150000 [15:59:15<3:41:00,  1.18s/it]G: 1.65 | D: 0.17 | GP: 0.79 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  93% 138799/150000 [16:00:22<3:40:28,  1.18s/it]G: 1.46 | D: 0.11 | GP: 0.04 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  93% 138846/150000 [16:01:19<3:41:13,  1.19s/it]G: 1.65 | D: 0.13 | GP: 0.25 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  93% 138891/150000 [16:02:12<3:39:09,  1.18s/it]G: 2.38 | D: 0.27 | GP: 0.04 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  93% 138949/150000 [16:03:22<3:46:02,  1.23s/it]G: 1.61 | D: 0.11 | GP: 0.13 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  93% 138998/150000 [16:04:19<3:37:19,  1.19s/it]G: 1.96 | D: 0.21 | GP: 0.03 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  93% 139042/150000 [16:05:15<3:48:03,  1.25s/it]G: 1.39 | D: 0.44 | GP: 0.36 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  93% 139100/150000 [16:06:22<3:30:52,  1.16s/it]G: 1.71 | D: 0.17 | GP: 0.06 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  93% 139148/150000 [16:07:19<3:30:48,  1.17s/it]G: 1.33 | D: 0.17 | GP: 0.22 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  93% 139197/150000 [16:08:19<3:35:40,  1.20s/it]G: 2.45 | D: 0.19 | GP: 0.07 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  93% 139243/150000 [16:09:13<3:30:58,  1.18s/it]G: 1.00 | D: 0.18 | GP: 0.10 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  93% 139300/150000 [16:10:21<3:31:57,  1.19s/it]G: 2.07 | D: 0.34 | GP: 0.20 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  93% 139349/150000 [16:11:20<3:32:31,  1.20s/it]G: 1.28 | D: 0.14 | GP: 0.07 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  93% 139397/150000 [16:12:17<3:36:08,  1.22s/it]G: 1.61 | D: 0.19 | GP: 0.17 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  93% 139445/150000 [16:13:14<3:30:42,  1.20s/it]G: 1.61 | D: 0.16 | GP: 0.18 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  93% 139493/150000 [16:14:11<3:34:22,  1.22s/it]G: 2.26 | D: 0.24 | GP: 0.07 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  93% 139542/150000 [16:15:08<3:26:34,  1.19s/it]G: 2.39 | D: 0.29 | GP: 0.09 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  93% 139599/150000 [16:16:16<3:24:17,  1.18s/it]G: 2.27 | D: 0.39 | GP: 0.25 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  93% 139647/150000 [16:17:13<3:19:21,  1.16s/it]G: 0.92 | D: 0.28 | GP: 0.13 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  93% 139696/150000 [16:18:10<3:17:01,  1.15s/it]G: 1.08 | D: 0.24 | GP: 0.07 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  93% 139743/150000 [16:19:06<3:17:07,  1.15s/it]G: 1.61 | D: 0.24 | GP: 0.20 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  93% 139791/150000 [16:20:04<3:20:00,  1.18s/it]G: 1.39 | D: 0.75 | GP: 0.58 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  93% 139849/150000 [16:21:14<3:24:57,  1.21s/it]G: 1.58 | D: 0.32 | GP: 0.03 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  93% 139897/150000 [16:22:10<3:20:11,  1.19s/it]G: 0.93 | D: 0.17 | GP: 0.20 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  93% 139946/150000 [16:23:08<3:21:35,  1.20s/it]G: 1.60 | D: 0.12 | GP: 0.10 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  93% 139994/150000 [16:24:04<3:18:32,  1.19s/it]G: 1.04 | D: 0.25 | GP: 0.13 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  93% 140041/150000 [16:25:03<3:26:42,  1.25s/it]G: 0.85 | D: 0.14 | GP: 0.14 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  93% 140098/150000 [16:26:10<3:17:40,  1.20s/it]G: 2.19 | D: 0.32 | GP: 0.13 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  93% 140147/150000 [16:27:07<3:11:19,  1.17s/it]G: 2.04 | D: 0.36 | GP: 0.39 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  93% 140193/150000 [16:28:03<3:20:58,  1.23s/it]G: 1.32 | D: 0.14 | GP: 0.07 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  93% 140242/150000 [16:29:00<3:12:29,  1.18s/it]G: 1.45 | D: 0.19 | GP: 0.08 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  94% 140300/150000 [16:30:08<3:07:18,  1.16s/it]G: 1.97 | D: 0.18 | GP: 0.19 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  94% 140347/150000 [16:31:04<3:09:02,  1.18s/it]G: 1.97 | D: 0.31 | GP: 0.19 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  94% 140395/150000 [16:32:01<3:06:47,  1.17s/it]G: 2.09 | D: 0.20 | GP: 0.07 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  94% 140445/150000 [16:33:00<3:08:59,  1.19s/it]G: 2.37 | D: 0.54 | GP: 0.18 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  94% 140493/150000 [16:33:57<3:10:39,  1.20s/it]G: 1.49 | D: 0.15 | GP: 0.21 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  94% 140543/150000 [16:34:55<3:01:40,  1.15s/it]G: 1.81 | D: 0.23 | GP: 0.10 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  94% 140600/150000 [16:36:03<2:59:54,  1.15s/it]G: 1.50 | D: 0.28 | GP: 0.37 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  94% 140649/150000 [16:37:03<3:13:45,  1.24s/it]G: 1.70 | D: 0.17 | GP: 0.04 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  94% 140697/150000 [16:37:59<3:06:11,  1.20s/it]G: 1.37 | D: 0.21 | GP: 0.36 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  94% 140745/150000 [16:38:57<3:08:06,  1.22s/it]G: 2.14 | D: 0.24 | GP: 0.04 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  94% 140791/150000 [16:40:01<2:59:43,  1.17s/it]G: 1.73 | D: 0.06 | GP: 0.14 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  94% 140841/150000 [16:40:51<3:05:04,  1.21s/it]G: 1.57 | D: 0.14 | GP: 0.30 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  94% 140897/150000 [16:41:58<3:05:52,  1.23s/it]G: 1.61 | D: 0.24 | GP: 0.15 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  94% 140947/150000 [16:42:56<2:56:20,  1.17s/it]G: 2.32 | D: 0.24 | GP: 0.10 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  94% 140993/150000 [16:43:53<3:04:01,  1.23s/it]G: 1.34 | D: 0.43 | GP: 0.59 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  94% 141046/150000 [16:44:58<3:00:32,  1.21s/it]G: 1.08 | D: 0.19 | GP: 0.78 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  94% 141095/150000 [16:45:56<2:58:09,  1.20s/it]G: 1.37 | D: 0.19 | GP: 0.08 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  94% 141145/150000 [16:46:56<2:57:57,  1.21s/it]G: 2.00 | D: 0.25 | GP: 0.01 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  94% 141193/150000 [16:47:54<2:59:17,  1.22s/it]G: 1.77 | D: 0.22 | GP: 0.14 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  94% 141250/150000 [16:49:01<2:59:31,  1.23s/it]G: 1.63 | D: 0.13 | GP: 0.25 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  94% 141299/150000 [16:49:59<2:53:31,  1.20s/it]G: 2.44 | D: 0.18 | GP: 0.18 | PL: 0.59\n",
            "cars_all<train_images2/cars_all>:  94% 141345/150000 [16:50:56<2:58:14,  1.24s/it]G: 2.54 | D: 0.28 | GP: 0.06 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  94% 141392/150000 [16:52:01<2:49:34,  1.18s/it]G: 1.70 | D: 0.08 | GP: 0.42 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  94% 141449/150000 [16:53:00<2:54:42,  1.23s/it]G: 1.97 | D: 0.20 | GP: 0.02 | PL: 0.60\n",
            "cars_all<train_images2/cars_all>:  94% 141496/150000 [16:53:54<2:43:38,  1.15s/it]G: 1.63 | D: 0.17 | GP: 0.02 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  94% 141544/150000 [16:54:52<2:48:20,  1.19s/it]G: 1.92 | D: 0.13 | GP: 0.91 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  94% 141593/150000 [16:55:52<2:49:05,  1.21s/it]G: 1.83 | D: 0.24 | GP: 0.07 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  94% 141641/150000 [16:56:49<2:49:59,  1.22s/it]G: 2.22 | D: 0.23 | GP: 0.13 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  94% 141699/150000 [16:57:57<2:44:53,  1.19s/it]G: 1.09 | D: 0.25 | GP: 0.21 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  94% 141749/150000 [16:58:57<2:43:33,  1.19s/it]G: 1.59 | D: 0.13 | GP: 0.70 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  95% 141798/150000 [16:59:54<2:43:00,  1.19s/it]G: 2.44 | D: 0.45 | GP: 0.07 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  95% 141846/150000 [17:00:51<2:42:28,  1.20s/it]G: 1.19 | D: 0.37 | GP: 0.07 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  95% 141895/150000 [17:01:50<2:42:37,  1.20s/it]G: 1.91 | D: 0.17 | GP: 0.17 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  95% 141944/150000 [17:02:47<2:35:59,  1.16s/it]G: 0.90 | D: 0.17 | GP: 0.01 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  95% 141994/150000 [17:03:48<2:42:40,  1.22s/it]G: 2.08 | D: 0.19 | GP: 0.23 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  95% 142050/150000 [17:04:57<2:41:55,  1.22s/it]G: 1.93 | D: 0.53 | GP: 0.82 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  95% 142097/150000 [17:05:54<2:44:33,  1.25s/it]G: 2.25 | D: 0.16 | GP: 0.12 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  95% 142145/150000 [17:06:51<2:42:41,  1.24s/it]G: 1.42 | D: 0.23 | GP: 1.34 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  95% 142194/150000 [17:07:49<2:35:26,  1.19s/it]G: 1.53 | D: 0.15 | GP: 0.28 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  95% 142241/150000 [17:08:46<2:40:56,  1.24s/it]G: 1.39 | D: 0.22 | GP: 0.13 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  95% 142299/150000 [17:09:54<2:30:49,  1.18s/it]G: 1.64 | D: 0.32 | GP: 0.19 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  95% 142347/150000 [17:10:52<2:30:58,  1.18s/it]G: 1.71 | D: 0.21 | GP: 0.34 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  95% 142394/150000 [17:11:48<2:29:42,  1.18s/it]G: 1.73 | D: 0.42 | GP: 0.22 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  95% 142442/150000 [17:12:46<2:31:53,  1.21s/it]G: 1.53 | D: 0.31 | GP: 0.34 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  95% 142497/150000 [17:13:52<2:35:02,  1.24s/it]G: 1.42 | D: 0.08 | GP: 0.78 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  95% 142547/150000 [17:14:49<2:24:48,  1.17s/it]G: 1.88 | D: 0.28 | GP: 0.06 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  95% 142593/150000 [17:15:46<2:31:48,  1.23s/it]G: 1.51 | D: 0.13 | GP: 0.29 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  95% 142641/150000 [17:16:43<2:28:58,  1.21s/it]G: 2.02 | D: 0.15 | GP: 0.03 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  95% 142699/150000 [17:17:50<2:21:51,  1.17s/it]G: 1.92 | D: 0.14 | GP: 0.11 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  95% 142749/150000 [17:18:50<2:24:50,  1.20s/it]G: 2.10 | D: 0.27 | GP: 0.16 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  95% 142795/150000 [17:19:45<2:21:10,  1.18s/it]G: 2.41 | D: 0.55 | GP: 0.04 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  95% 142845/150000 [17:20:44<2:22:04,  1.19s/it]G: 0.79 | D: 0.30 | GP: 0.30 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  95% 142892/150000 [17:21:51<2:19:03,  1.17s/it]G: 2.29 | D: 0.24 | GP: 0.06 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  95% 142949/150000 [17:22:50<2:25:34,  1.24s/it]G: 2.50 | D: 0.24 | GP: 0.13 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  95% 142996/150000 [17:23:44<2:13:58,  1.15s/it]G: 1.50 | D: 0.22 | GP: 0.09 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  95% 143041/150000 [17:24:42<2:25:18,  1.25s/it]G: 1.55 | D: 0.10 | GP: 0.45 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  95% 143091/150000 [17:25:51<2:14:49,  1.17s/it]G: 1.64 | D: 0.17 | GP: 0.06 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  95% 143147/150000 [17:26:47<2:15:15,  1.18s/it]G: 1.47 | D: 0.18 | GP: 0.06 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  95% 143193/150000 [17:27:42<2:15:36,  1.20s/it]G: 1.03 | D: 0.27 | GP: 0.67 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  95% 143249/150000 [17:28:49<2:17:29,  1.22s/it]G: 1.48 | D: 0.19 | GP: 0.06 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  96% 143298/150000 [17:29:48<2:16:27,  1.22s/it]G: 1.56 | D: 0.18 | GP: 0.15 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  96% 143347/150000 [17:30:44<2:10:22,  1.18s/it]G: 1.43 | D: 0.24 | GP: 0.01 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  96% 143393/150000 [17:31:40<2:14:34,  1.22s/it]G: 0.93 | D: 0.47 | GP: 0.07 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  96% 143441/150000 [17:32:37<2:12:30,  1.21s/it]G: 2.00 | D: 0.35 | GP: 0.01 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  96% 143499/150000 [17:33:46<2:07:10,  1.17s/it]G: 1.20 | D: 0.11 | GP: 0.04 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  96% 143547/150000 [17:34:43<2:06:48,  1.18s/it]G: 1.41 | D: 0.21 | GP: 0.12 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  96% 143595/150000 [17:35:40<2:05:18,  1.17s/it]G: 2.00 | D: 0.45 | GP: 0.03 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  96% 143644/150000 [17:36:37<2:02:00,  1.15s/it]G: 1.56 | D: 0.12 | GP: 0.20 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  96% 143692/150000 [17:37:35<2:04:11,  1.18s/it]G: 1.22 | D: 0.40 | GP: 0.05 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  96% 143750/150000 [17:38:45<2:05:18,  1.20s/it]G: 1.07 | D: 0.20 | GP: 0.80 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  96% 143799/150000 [17:39:42<1:59:46,  1.16s/it]G: 1.43 | D: 0.29 | GP: 0.17 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  96% 143846/150000 [17:40:39<2:04:50,  1.22s/it]G: 1.56 | D: 0.21 | GP: 0.13 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  96% 143893/150000 [17:41:35<2:02:07,  1.20s/it]G: -0.76 | D: 0.21 | GP: 0.08 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  96% 143941/150000 [17:42:32<2:02:51,  1.22s/it]G: 2.16 | D: 0.14 | GP: 0.29 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  96% 144000/150000 [17:43:40<1:55:00,  1.15s/it]G: 1.63 | D: 0.18 | GP: 0.09 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  96% 144047/150000 [17:44:39<1:58:51,  1.20s/it]G: 1.51 | D: 0.20 | GP: 0.26 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  96% 144096/150000 [17:45:36<1:53:12,  1.15s/it]G: 1.52 | D: 0.42 | GP: 0.10 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  96% 144143/150000 [17:46:34<1:57:45,  1.21s/it]G: 1.60 | D: 0.37 | GP: 0.07 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  96% 144191/150000 [17:47:41<1:52:19,  1.16s/it]G: 1.77 | D: 0.21 | GP: 0.04 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  96% 144249/150000 [17:48:41<1:55:09,  1.20s/it]G: 1.45 | D: 0.31 | GP: 0.19 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  96% 144294/150000 [17:49:35<1:56:37,  1.23s/it]G: 1.50 | D: 0.10 | GP: 0.51 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  96% 144350/150000 [17:50:42<1:51:13,  1.18s/it]G: 1.40 | D: 0.22 | GP: 0.50 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  96% 144395/150000 [17:51:36<1:52:24,  1.20s/it]G: 1.60 | D: 0.16 | GP: 0.02 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  96% 144443/150000 [17:52:33<1:48:35,  1.17s/it]G: 1.54 | D: 0.30 | GP: 0.09 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  96% 144491/150000 [17:53:41<1:48:16,  1.18s/it]G: 1.12 | D: 0.13 | GP: 0.45 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  96% 144549/150000 [17:54:42<1:53:27,  1.25s/it]G: 1.93 | D: 0.26 | GP: 0.07 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  96% 144597/150000 [17:55:38<1:47:50,  1.20s/it]G: 1.81 | D: 0.36 | GP: 0.15 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  96% 144645/150000 [17:56:36<1:48:39,  1.22s/it]G: 1.89 | D: 0.40 | GP: 0.19 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  96% 144693/150000 [17:57:33<1:46:42,  1.21s/it]G: 1.30 | D: 0.16 | GP: 0.74 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  96% 144742/150000 [17:58:31<1:46:17,  1.21s/it]G: 2.92 | D: 0.06 | GP: 0.18 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  97% 144799/150000 [17:59:38<1:40:57,  1.16s/it]G: 1.57 | D: 0.28 | GP: 0.15 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  97% 144848/150000 [18:00:36<1:38:59,  1.15s/it]G: 1.76 | D: 0.22 | GP: 0.15 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  97% 144897/150000 [18:01:36<1:45:00,  1.23s/it]G: 1.33 | D: 0.17 | GP: 0.35 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  97% 144947/150000 [18:02:34<1:38:33,  1.17s/it]G: 1.36 | D: 0.07 | GP: 0.03 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  97% 144993/150000 [18:03:41<1:42:17,  1.23s/it]G: 2.06 | D: 0.28 | GP: 0.03 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  97% 145050/150000 [18:04:40<1:39:13,  1.20s/it]G: 1.97 | D: 0.23 | GP: 0.09 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  97% 145093/150000 [18:05:33<1:41:59,  1.25s/it]G: 1.35 | D: 0.36 | GP: 0.08 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  97% 145141/150000 [18:06:30<1:38:23,  1.21s/it]G: 0.72 | D: 0.32 | GP: 0.29 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  97% 145198/150000 [18:07:38<1:35:42,  1.20s/it]G: 2.07 | D: 0.16 | GP: 0.07 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  97% 145245/150000 [18:08:34<1:35:52,  1.21s/it]G: 1.74 | D: 0.09 | GP: 0.08 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  97% 145291/150000 [18:09:29<1:32:34,  1.18s/it]G: 2.33 | D: 0.42 | GP: 0.31 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  97% 145350/150000 [18:10:40<1:33:10,  1.20s/it]G: 1.32 | D: 0.11 | GP: 0.12 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  97% 145397/150000 [18:11:36<1:32:25,  1.20s/it]G: 2.04 | D: 0.15 | GP: 0.08 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  97% 145443/150000 [18:12:31<1:31:12,  1.20s/it]G: 1.42 | D: 0.17 | GP: 0.12 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  97% 145499/150000 [18:13:37<1:28:02,  1.17s/it]G: 1.20 | D: 0.06 | GP: 0.12 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  97% 145547/150000 [18:14:35<1:27:55,  1.18s/it]G: 2.17 | D: 0.22 | GP: 0.68 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  97% 145593/150000 [18:15:31<1:29:42,  1.22s/it]G: 1.45 | D: 0.24 | GP: 0.17 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  97% 145646/150000 [18:16:35<1:26:55,  1.20s/it]G: 1.48 | D: 0.16 | GP: 0.02 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  97% 145695/150000 [18:17:32<1:23:48,  1.17s/it]G: 1.27 | D: 0.12 | GP: 0.12 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  97% 145744/150000 [18:18:31<1:22:31,  1.16s/it]G: 2.25 | D: 0.47 | GP: 0.53 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  97% 145798/150000 [18:19:36<1:25:04,  1.21s/it]G: 2.31 | D: 0.34 | GP: 0.04 | PL: 0.64\n",
            "cars_all<train_images2/cars_all>:  97% 145845/150000 [18:20:33<1:24:39,  1.22s/it]G: 1.38 | D: 0.13 | GP: 0.07 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  97% 145893/150000 [18:21:31<1:23:56,  1.23s/it]G: 0.75 | D: 0.21 | GP: 0.16 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  97% 145950/150000 [18:22:38<1:20:15,  1.19s/it]G: 2.23 | D: 0.05 | GP: 0.09 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  97% 145994/150000 [18:23:41<1:20:57,  1.21s/it]G: 1.48 | D: 0.30 | GP: 0.13 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  97% 146047/150000 [18:24:37<1:19:48,  1.21s/it]G: 1.49 | D: 0.23 | GP: 0.19 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  97% 146096/150000 [18:25:36<1:16:39,  1.18s/it]G: 1.49 | D: 0.14 | GP: 0.13 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  97% 146142/150000 [18:26:32<1:17:05,  1.20s/it]G: 1.18 | D: 0.22 | GP: 0.10 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  97% 146196/150000 [18:27:36<1:13:48,  1.16s/it]G: 1.39 | D: 0.08 | GP: 0.08 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  97% 146241/150000 [18:28:32<1:18:23,  1.25s/it]G: 1.72 | D: 0.32 | GP: 0.13 | PL: 0.63\n",
            "cars_all<train_images2/cars_all>:  98% 146291/150000 [18:29:41<1:12:46,  1.18s/it]G: 0.59 | D: 0.17 | GP: 0.26 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  98% 146347/150000 [18:30:38<1:11:52,  1.18s/it]G: 0.73 | D: 0.42 | GP: 0.09 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  98% 146395/150000 [18:31:35<1:10:10,  1.17s/it]G: 1.59 | D: 0.13 | GP: 0.24 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  98% 146442/150000 [18:32:32<1:11:05,  1.20s/it]G: 1.83 | D: 0.25 | GP: 0.08 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  98% 146498/150000 [18:33:41<1:12:34,  1.24s/it]G: 1.70 | D: 0.09 | GP: 0.27 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  98% 146547/150000 [18:34:38<1:08:13,  1.19s/it]G: 1.51 | D: 0.38 | GP: 0.16 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  98% 146593/150000 [18:35:35<1:10:06,  1.23s/it]G: 1.19 | D: 0.30 | GP: 0.07 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  98% 146649/150000 [18:36:42<1:07:58,  1.22s/it]G: 1.58 | D: 0.21 | GP: 0.28 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  98% 146694/150000 [18:37:37<1:08:04,  1.24s/it]G: 1.69 | D: 0.33 | GP: 0.04 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  98% 146748/150000 [18:38:41<1:03:45,  1.18s/it]G: 1.70 | D: 0.37 | GP: 0.12 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  98% 146793/150000 [18:39:37<1:07:01,  1.25s/it]G: 1.33 | D: 0.22 | GP: 0.13 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  98% 146848/150000 [18:40:41<1:01:11,  1.16s/it]G: 1.32 | D: 0.18 | GP: 0.27 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  98% 146893/150000 [18:41:38<1:04:56,  1.25s/it]G: 1.31 | D: 0.20 | GP: 0.20 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  98% 146949/150000 [18:42:46<1:03:04,  1.24s/it]G: 1.98 | D: 0.21 | GP: 0.11 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  98% 146997/150000 [18:43:43<1:00:59,  1.22s/it]G: 1.61 | D: 0.22 | GP: 0.28 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  98% 147041/150000 [18:44:40<1:02:36,  1.27s/it]G: 1.79 | D: 0.20 | GP: 0.13 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  98% 147100/150000 [18:45:49<56:09,  1.16s/it]G: 1.04 | D: 0.28 | GP: 0.91 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  98% 147145/150000 [18:46:46<1:01:04,  1.28s/it]G: 1.73 | D: 0.15 | GP: 0.20 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  98% 147191/150000 [18:47:51<55:39,  1.19s/it]G: 1.72 | D: 0.02 | GP: 0.12 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  98% 147248/150000 [18:48:48<53:53,  1.18s/it]G: 1.76 | D: 0.09 | GP: 0.17 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  98% 147293/150000 [18:49:44<55:28,  1.23s/it]G: 2.64 | D: 0.79 | GP: 0.20 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  98% 147348/150000 [18:50:49<51:21,  1.16s/it]G: 1.21 | D: 0.35 | GP: 0.03 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  98% 147393/150000 [18:51:45<55:23,  1.27s/it]G: 1.48 | D: 0.18 | GP: 0.15 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  98% 147449/150000 [18:52:52<52:01,  1.22s/it]G: 1.59 | D: 0.21 | GP: 0.12 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  98% 147497/150000 [18:53:51<51:47,  1.24s/it]G: 1.85 | D: 0.35 | GP: 0.04 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  98% 147549/150000 [18:54:54<51:05,  1.25s/it]G: 1.48 | D: 0.13 | GP: 0.26 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  98% 147593/150000 [18:55:48<50:42,  1.26s/it]G: 2.62 | D: 0.12 | GP: 0.06 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  98% 147649/150000 [18:56:56<48:27,  1.24s/it]G: 1.73 | D: 0.16 | GP: 0.09 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  98% 147694/150000 [18:57:49<46:18,  1.20s/it]G: 1.80 | D: 0.10 | GP: 0.35 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  98% 147743/150000 [18:58:47<43:54,  1.17s/it]G: 1.18 | D: 0.35 | GP: 0.43 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  99% 147799/150000 [18:59:55<43:26,  1.18s/it]G: 1.58 | D: 0.08 | GP: 0.07 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  99% 147849/150000 [19:00:56<43:48,  1.22s/it]G: 1.45 | D: 0.21 | GP: 0.47 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  99% 147895/150000 [19:01:49<41:10,  1.17s/it]G: 0.76 | D: 0.71 | GP: 0.09 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  99% 147949/150000 [19:02:56<42:20,  1.24s/it]G: 1.69 | D: 0.20 | GP: 0.21 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  99% 147999/150000 [19:03:54<38:49,  1.16s/it]G: 1.01 | D: 0.73 | GP: 0.05 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  99% 148046/150000 [19:04:54<39:48,  1.22s/it]G: 1.36 | D: 0.37 | GP: 0.70 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  99% 148095/150000 [19:05:52<38:06,  1.20s/it]G: 1.25 | D: 0.23 | GP: 0.15 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  99% 148143/150000 [19:06:50<36:41,  1.19s/it]G: 1.56 | D: 0.19 | GP: 0.16 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  99% 148191/150000 [19:07:47<34:59,  1.16s/it]G: 1.72 | D: 0.20 | GP: 0.05 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  99% 148249/150000 [19:08:58<35:14,  1.21s/it]G: 1.63 | D: 0.16 | GP: 0.05 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  99% 148294/150000 [19:09:52<35:02,  1.23s/it]G: 1.74 | D: 0.14 | GP: 0.50 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  99% 148341/150000 [19:10:49<33:25,  1.21s/it]G: 1.12 | D: 0.21 | GP: 0.56 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  99% 148397/150000 [19:11:56<32:59,  1.23s/it]G: 1.41 | D: 0.26 | GP: 0.04 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>:  99% 148442/150000 [19:12:50<31:28,  1.21s/it]G: 2.09 | D: 0.27 | GP: 0.08 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  99% 148496/150000 [19:13:55<30:12,  1.20s/it]G: 1.70 | D: 0.15 | GP: 0.00 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  99% 148543/150000 [19:14:52<28:37,  1.18s/it]G: 2.06 | D: 0.30 | GP: 0.12 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  99% 148600/150000 [19:16:00<27:07,  1.16s/it]G: 1.93 | D: 0.03 | GP: 0.08 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  99% 148646/150000 [19:16:58<27:58,  1.24s/it]G: 1.86 | D: 0.29 | GP: 0.21 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  99% 148694/150000 [19:17:55<26:20,  1.21s/it]G: 1.38 | D: 0.26 | GP: 0.06 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  99% 148750/150000 [19:19:02<25:05,  1.20s/it]G: 2.40 | D: 0.27 | GP: 0.10 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  99% 148797/150000 [19:19:59<24:42,  1.23s/it]G: 1.63 | D: 0.12 | GP: 0.08 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  99% 148841/150000 [19:20:53<24:11,  1.25s/it]G: 1.64 | D: 0.10 | GP: 0.06 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  99% 148896/150000 [19:21:57<21:23,  1.16s/it]G: 1.03 | D: 0.20 | GP: 0.12 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  99% 148942/150000 [19:22:54<21:17,  1.21s/it]G: 1.23 | D: 0.28 | GP: 0.31 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  99% 148992/150000 [19:23:52<19:33,  1.16s/it]G: 1.76 | D: 0.26 | GP: 0.30 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  99% 149047/150000 [19:25:03<19:10,  1.21s/it]G: 2.29 | D: 0.49 | GP: 0.04 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  99% 149091/150000 [19:25:57<18:41,  1.23s/it]G: 1.87 | D: 0.27 | GP: 0.12 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  99% 149149/150000 [19:27:07<17:05,  1.21s/it]G: 1.73 | D: 0.16 | GP: 0.12 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  99% 149195/150000 [19:28:02<15:54,  1.19s/it]G: 1.74 | D: 0.08 | GP: 0.09 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>:  99% 149249/150000 [19:29:10<15:38,  1.25s/it]G: 1.98 | D: 0.21 | GP: 0.09 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>: 100% 149295/150000 [19:30:03<13:55,  1.19s/it]G: 1.91 | D: 0.27 | GP: 1.62 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>: 100% 149349/150000 [19:31:10<13:23,  1.23s/it]G: 1.11 | D: 0.36 | GP: 0.01 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>: 100% 149395/150000 [19:32:04<11:52,  1.18s/it]G: 0.92 | D: 0.22 | GP: 0.15 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>: 100% 149450/150000 [19:33:11<11:03,  1.21s/it]G: 2.11 | D: 0.59 | GP: 0.19 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>: 100% 149496/150000 [19:34:06<09:48,  1.17s/it]G: 2.05 | D: 0.13 | GP: 0.05 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>: 100% 149543/150000 [19:35:03<09:07,  1.20s/it]G: 0.59 | D: 0.24 | GP: 0.04 | PL: 0.61\n",
            "cars_all<train_images2/cars_all>: 100% 149593/150000 [19:36:03<08:10,  1.20s/it]G: 1.71 | D: 0.14 | GP: 0.13 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>: 100% 149649/150000 [19:37:11<07:07,  1.22s/it]G: 1.84 | D: 0.23 | GP: 0.19 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>: 100% 149695/150000 [19:38:04<05:58,  1.18s/it]G: 1.33 | D: 0.17 | GP: 0.03 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>: 100% 149743/150000 [19:39:02<05:02,  1.18s/it]G: 1.31 | D: 0.38 | GP: 0.02 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>: 100% 149799/150000 [19:40:11<04:02,  1.21s/it]G: 1.82 | D: 0.18 | GP: 0.07 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>: 100% 149843/150000 [19:41:04<03:07,  1.19s/it]G: 1.90 | D: 0.17 | GP: 0.07 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>: 100% 149897/150000 [19:42:11<02:10,  1.27s/it]G: 2.06 | D: 0.42 | GP: 0.04 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>: 100% 149950/150000 [19:43:15<01:01,  1.22s/it]G: 2.08 | D: 0.20 | GP: 0.06 | PL: 0.62\n",
            "cars_all<train_images2/cars_all>: 100% 150000/150000 [19:44:15<00:00,  2.11it/s]\n"
          ],
          "name": "stdout"
        }
      ]
    }
  ]
}